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ClinicalTrials.gov is a database of privately and publicly funded clinical studies conducted around the world.

Explore 490,899 research studies in all 50 states and in 223 countries..

ClinicalTrials.gov is a resource provided by the U.S. National Library of Medicine.

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More information, about clinical center, clinical trials and you, participate in a study, referring a patient, about clinical research.

Research participants are partners in discovery at the NIH Clinical Center, the largest research hospital in America. Clinical research is medical research involving people The Clinical Center provides hope through pioneering clinical research to improve human health. We rapidly translate scientific observations and laboratory discoveries into new ways to diagnose, treat and prevent disease. More than 500,000 people from around the world have participated in clinical research since the hospital opened in 1953. We do not charge patients for participation and treatment in clinical studies at NIH. In certain emergency circumstances, you may qualify for help with travel and other expenses Read more , to see if clinical studies are for you.

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Find NIH Clinical Center Trials

The National Institutes of Health (NIH) Clinical Center Search the Studies site is a registry of publicly supported clinical studies conducted mostly in Bethesda, MD.

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Nih clinical research trials and you, finding a clinical trial, around the nation and worldwide.

NIH conducts clinical research trials for many diseases and conditions, including cancer , Alzheimer’s disease , allergy and infectious diseases , and neurological disorders . To search for other diseases and conditions, you can visit ClinicalTrials.gov.

ClinicalTrials.gov [ How to Use Search ] This is a searchable registry and results database of federally and privately supported clinical trials conducted in the United States and around the world. ClinicalTrials.gov gives you information about a trial's purpose, who may participate, locations, and phone numbers for more details. This information should be used in conjunction with advice from health care professionals.

Listing a study does not mean it has been evaluated by the U.S. Federal Government. Read the disclaimer on ClinicalTrials.gov for details.

Before participating in a study, talk to your health care provider and learn about the risks and potential benefits.

At the NIH Clinical Center in Bethesda, Maryland

Search NIH Clinical Research Studies The NIH maintains an online database of clinical research studies taking place at its Clinical Center, which is located on the NIH campus in Bethesda, Maryland. Studies are conducted by most of the institutes and centers across the NIH. The Clinical Center hosts a wide range of studies from rare diseases to chronic health conditions, as well as studies for healthy volunteers. Visitors can search by diagnosis, sign, symptom or other key words.

Join a National Registry of Research Volunteers

ResearchMatch This is an NIH-funded initiative to connect 1) people who are trying to find research studies, and 2) researchers seeking people to participate in their studies. It is a free, secure registry to make it easier for the public to volunteer and to become involved in clinical research studies that contribute to improved health in the future.

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Research articles

Study on dynamic characteristics of cavitation in underwater explosion with large charge

• Xian-pi Zhang
• Yuan-Qing Xu

Practical application of quantum neural network to materials informatics

• Hirotoshi Hirai

MiRNAs from the Dlk1-Dio3 locus and miR-224/452 cluster contribute to glioblastoma tumor heterogeneity

• Christopher M. Smith
• Daniel Catchpoole
• Gyorgy Hutvagner

Unfractionated heparin reverses aspirin inhibition of platelets during coronary artery bypass graft surgery

• Robert E. Turnbull
• Azhar Hafeez
• Alison H. Goodall

Psycholinguistic and emotion analysis of cryptocurrency discourse on X platform

• Moein Shahiki Tash
• Olga Kolesnikova
• Grigori Sidorov

Multi-center study on mortality in children, and adults with sickle cell anemia-risk factors and causes of death

• Salam Alkindi
• Salma Al-Jadidi
• Anil V. Pathare

Phenotypic analysis of ataxia in spinocerebellar ataxia type 6 mice using DeepLabCut

• Dennis Piotrowski
• Erik K. H. Clemensson
• Melanie D. Mark

Non-preventable cases of breast, prostate, lung, and colorectal cancer in 2050 in an elimination scenario of modifiable risk factors

• Frederik Knude Palshof
• Lina Steinrud Mørch
• Niels Kroman

Plasminogen degrades α-synuclein, Tau and TDP-43 and decreases dopaminergic neurodegeneration in mouse models of Parkinson’s disease

• Chunying Guo

The platform business model selection of online ride-hailing giants based on the aggregation model

CCDC58 is a potential biomarker for diagnosis, prognosis, immunity, and genomic heterogeneity in pan-cancer

• Ruohan Zhang

Prediction error in implicit adaptation during visually- and memory-guided reaching tasks

• Kosuke Numasawa
• Takeshi Miyamoto

Putative climate adaptation in American pikas ( Ochotona princeps ) is associated with copy number variation across environmental gradients

• Bryson M. F. Sjodin
• Danielle A. Schmidt
• Michael A. Russello

Forward layer-wise learning of convolutional neural networks through separation index maximizing

• Ahmad Kalhor
• Melika Sadeghi Tabrizi

A current reference-enhanced strategy endows the GFC in DC microgrids better dynamic response

• Wenqiang Xie
• Jiaoxin Jia

Insights into early recovery from Long COVID—results from the German DigiHero Cohort

• Sophie Diexer
• Bianca Klee
• Rafael Mikolajczyk

Novel collector design and optimized photo-fenton model for sustainable industry textile wastewater treatment

• Heba A. El-Gawad
• Montaser Y. Ghaly

Link budget analysis of bi-directional LEO and GEO optical feeder links advancing the beam wander model’s accuracy

• Carla Cantore
• Davide Monopoli
• Antonella D’Orazio

The association between tobacco smoking and systolic toe pressures in active foot ulceration

• Nada Bechara
• Tien-Ming Hng
• Jenny E. Gunton

The development of lateral flow devices for urinary biomarkers to assess kidney health

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• Wassim Obeid
• Chirag R. Parikh

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Top 10 research topics from 2021.

Find the answers to your biggest research questions from 2021. With collective views of over 3.7 million, researchers explored topics spanning from nutritional immunology and political misinformation to sustainable agriculture and the human-dog bond .

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Research methods--quantitative, qualitative, and more: overview.

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About Research Methods

This guide provides an overview of research methods, how to choose and use them, and supports and resources at UC Berkeley. 

As Patten and Newhart note in the book Understanding Research Methods , "Research methods are the building blocks of the scientific enterprise. They are the "how" for building systematic knowledge. The accumulation of knowledge through research is by its nature a collective endeavor. Each well-designed study provides evidence that may support, amend, refute, or deepen the understanding of existing knowledge...Decisions are important throughout the practice of research and are designed to help researchers collect evidence that includes the full spectrum of the phenomenon under study, to maintain logical rules, and to mitigate or account for possible sources of bias. In many ways, learning research methods is learning how to see and make these decisions."

The choice of methods varies by discipline, by the kind of phenomenon being studied and the data being used to study it, by the technology available, and more.  This guide is an introduction, but if you don't see what you need here, always contact your subject librarian, and/or take a look to see if there's a library research guide that will answer your question. 

Suggestions for changes and additions to this guide are welcome! 

START HERE: SAGE Research Methods

Without question, the most comprehensive resource available from the library is SAGE Research Methods.  HERE IS THE ONLINE GUIDE  to this one-stop shopping collection, and some helpful links are below:

• SAGE Research Methods
• Little Green Books  (Quantitative Methods)
• Little Blue Books  (Qualitative Methods)
• Dictionaries and Encyclopedias  
• Case studies of real research projects
• Sample datasets for hands-on practice
• Streaming video--see methods come to life
• Methodspace- -a community for researchers
• SAGE Research Methods Course Mapping

Library Data Services at UC Berkeley

Library Data Services Program and Digital Scholarship Services

The LDSP offers a variety of services and tools !  From this link, check out pages for each of the following topics:  discovering data, managing data, collecting data, GIS data, text data mining, publishing data, digital scholarship, open science, and the Research Data Management Program.

Be sure also to check out the visual guide to where to seek assistance on campus with any research question you may have!

Library GIS Services

Other Data Services at Berkeley

D-Lab Supports Berkeley faculty, staff, and graduate students with research in data intensive social science, including a wide range of training and workshop offerings Dryad Dryad is a simple self-service tool for researchers to use in publishing their datasets. It provides tools for the effective publication of and access to research data. Geospatial Innovation Facility (GIF) Provides leadership and training across a broad array of integrated mapping technologies on campu Research Data Management A UC Berkeley guide and consulting service for research data management issues

General Research Methods Resources

Here are some general resources for assistance:

• Assistance from ICPSR (must create an account to access): Getting Help with Data , and Resources for Students
• Wiley Stats Ref for background information on statistics topics
• Survey Documentation and Analysis (SDA) .  Program for easy web-based analysis of survey data.

Consultants

• D-Lab/Data Science Discovery Consultants Request help with your research project from peer consultants.
• Research data (RDM) consulting Meet with RDM consultants before designing the data security, storage, and sharing aspects of your qualitative project.
• Statistics Department Consulting Services A service in which advanced graduate students, under faculty supervision, are available to consult during specified hours in the Fall and Spring semesters.

Related Resourcex

• IRB / CPHS Qualitative research projects with human subjects often require that you go through an ethics review.
• OURS (Office of Undergraduate Research and Scholarships) OURS supports undergraduates who want to embark on research projects and assistantships. In particular, check out their "Getting Started in Research" workshops
• Sponsored Projects Sponsored projects works with researchers applying for major external grants.
• Next: Quantitative Research >>
• Last Updated: Apr 3, 2023 3:14 PM
• URL: https://guides.lib.berkeley.edu/researchmethods

Reference management. Clean and simple.

The top list of academic research databases

2. Web of Science

5. ieee xplore, 6. sciencedirect, 7. directory of open access journals (doaj), get the most out of your academic research database, frequently asked questions about academic research databases, related articles.

Whether you are writing a thesis , dissertation, or research paper it is a key task to survey prior literature and research findings. More likely than not, you will be looking for trusted resources, most likely peer-reviewed research articles.

Academic research databases make it easy to locate the literature you are looking for. We have compiled the top list of trusted academic resources to help you get started with your research:

Scopus is one of the two big commercial, bibliographic databases that cover scholarly literature from almost any discipline. Besides searching for research articles, Scopus also provides academic journal rankings, author profiles, and an h-index calculator .

• Coverage: 90.6 million core records
• References: N/A
• Discipline: Multidisciplinary
• Access options: Limited free preview, full access by institutional subscription only
• Provider: Elsevier

Web of Science also known as Web of Knowledge is the second big bibliographic database. Usually, academic institutions provide either access to Web of Science or Scopus on their campus network for free.

• Coverage: approx. 100 million items
• References: 1.4 billion
• Access options: institutional subscription only
• Provider: Clarivate (formerly Thomson Reuters)

PubMed is the number one resource for anyone looking for literature in medicine or biological sciences. PubMed stores abstracts and bibliographic details of more than 30 million papers and provides full text links to the publisher sites or links to the free PDF on PubMed Central (PMC) .

• Coverage: approx. 35 million items
• Discipline: Medicine and Biological Sciences
• Access options: free
• Provider: NIH

For education sciences, ERIC is the number one destination. ERIC stands for Education Resources Information Center, and is a database that specifically hosts education-related literature.

• Coverage: approx. 1.6 million items
• Discipline: Education
• Provider: U.S. Department of Education

IEEE Xplore is the leading academic database in the field of engineering and computer science. It's not only journal articles, but also conference papers, standards and books that can be search for.

• Coverage: approx. 6 million items
• Discipline: Engineering
• Provider: IEEE (Institute of Electrical and Electronics Engineers)

ScienceDirect is the gateway to the millions of academic articles published by Elsevier, 1.4 million of which are open access. Journals and books can be searched via a single interface.

• Coverage: approx. 19.5 million items

The DOAJ is an open-access academic database that can be accessed and searched for free.

• Coverage: over 8 million records
• Provider: DOAJ

JSTOR is another great resource to find research papers. Any article published before 1924 in the United States is available for free and JSTOR also offers scholarships for independent researchers.

• Coverage: more than 12 million items
• Provider: ITHAKA

Start using a reference manager like Paperpile to save, organize, and cite your references. Paperpile integrates with PubMed and many popular databases, so you can save references and PDFs directly to your library using the Paperpile buttons:

Scopus is one of the two big commercial, bibliographic databases that cover scholarly literature from almost any discipline. Beside searching for research articles, Scopus also provides academic journal rankings, author profiles, and an h-index calculator .

PubMed is the number one resource for anyone looking for literature in medicine or biological sciences. PubMed stores abstracts and bibliographic details of more than 30 million papers and provides full text links to the publisher sites or links to the free PDF on PubMed Central (PMC)

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• v.9(4); Oct-Dec 2018

Study designs: Part 1 – An overview and classification

Priya ranganathan.

Department of Anaesthesiology, Tata Memorial Centre, Mumbai, Maharashtra, India

Rakesh Aggarwal

1 Department of Gastroenterology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India

There are several types of research study designs, each with its inherent strengths and flaws. The study design used to answer a particular research question depends on the nature of the question and the availability of resources. In this article, which is the first part of a series on “study designs,” we provide an overview of research study designs and their classification. The subsequent articles will focus on individual designs.

INTRODUCTION

Research study design is a framework, or the set of methods and procedures used to collect and analyze data on variables specified in a particular research problem.

Research study designs are of many types, each with its advantages and limitations. The type of study design used to answer a particular research question is determined by the nature of question, the goal of research, and the availability of resources. Since the design of a study can affect the validity of its results, it is important to understand the different types of study designs and their strengths and limitations.

There are some terms that are used frequently while classifying study designs which are described in the following sections.

A variable represents a measurable attribute that varies across study units, for example, individual participants in a study, or at times even when measured in an individual person over time. Some examples of variables include age, sex, weight, height, health status, alive/dead, diseased/healthy, annual income, smoking yes/no, and treated/untreated.

Exposure (or intervention) and outcome variables

A large proportion of research studies assess the relationship between two variables. Here, the question is whether one variable is associated with or responsible for change in the value of the other variable. Exposure (or intervention) refers to the risk factor whose effect is being studied. It is also referred to as the independent or the predictor variable. The outcome (or predicted or dependent) variable develops as a consequence of the exposure (or intervention). Typically, the term “exposure” is used when the “causative” variable is naturally determined (as in observational studies – examples include age, sex, smoking, and educational status), and the term “intervention” is preferred where the researcher assigns some or all participants to receive a particular treatment for the purpose of the study (experimental studies – e.g., administration of a drug). If a drug had been started in some individuals but not in the others, before the study started, this counts as exposure, and not as intervention – since the drug was not started specifically for the study.

Observational versus interventional (or experimental) studies

Observational studies are those where the researcher is documenting a naturally occurring relationship between the exposure and the outcome that he/she is studying. The researcher does not do any active intervention in any individual, and the exposure has already been decided naturally or by some other factor. For example, looking at the incidence of lung cancer in smokers versus nonsmokers, or comparing the antenatal dietary habits of mothers with normal and low-birth babies. In these studies, the investigator did not play any role in determining the smoking or dietary habit in individuals.

For an exposure to determine the outcome, it must precede the latter. Any variable that occurs simultaneously with or following the outcome cannot be causative, and hence is not considered as an “exposure.”

Observational studies can be either descriptive (nonanalytical) or analytical (inferential) – this is discussed later in this article.

Interventional studies are experiments where the researcher actively performs an intervention in some or all members of a group of participants. This intervention could take many forms – for example, administration of a drug or vaccine, performance of a diagnostic or therapeutic procedure, and introduction of an educational tool. For example, a study could randomly assign persons to receive aspirin or placebo for a specific duration and assess the effect on the risk of developing cerebrovascular events.

Descriptive versus analytical studies

Descriptive (or nonanalytical) studies, as the name suggests, merely try to describe the data on one or more characteristics of a group of individuals. These do not try to answer questions or establish relationships between variables. Examples of descriptive studies include case reports, case series, and cross-sectional surveys (please note that cross-sectional surveys may be analytical studies as well – this will be discussed in the next article in this series). Examples of descriptive studies include a survey of dietary habits among pregnant women or a case series of patients with an unusual reaction to a drug.

Analytical studies attempt to test a hypothesis and establish causal relationships between variables. In these studies, the researcher assesses the effect of an exposure (or intervention) on an outcome. As described earlier, analytical studies can be observational (if the exposure is naturally determined) or interventional (if the researcher actively administers the intervention).

Directionality of study designs

Based on the direction of inquiry, study designs may be classified as forward-direction or backward-direction. In forward-direction studies, the researcher starts with determining the exposure to a risk factor and then assesses whether the outcome occurs at a future time point. This design is known as a cohort study. For example, a researcher can follow a group of smokers and a group of nonsmokers to determine the incidence of lung cancer in each. In backward-direction studies, the researcher begins by determining whether the outcome is present (cases vs. noncases [also called controls]) and then traces the presence of prior exposure to a risk factor. These are known as case–control studies. For example, a researcher identifies a group of normal-weight babies and a group of low-birth weight babies and then asks the mothers about their dietary habits during the index pregnancy.

Prospective versus retrospective study designs

The terms “prospective” and “retrospective” refer to the timing of the research in relation to the development of the outcome. In retrospective studies, the outcome of interest has already occurred (or not occurred – e.g., in controls) in each individual by the time s/he is enrolled, and the data are collected either from records or by asking participants to recall exposures. There is no follow-up of participants. By contrast, in prospective studies, the outcome (and sometimes even the exposure or intervention) has not occurred when the study starts and participants are followed up over a period of time to determine the occurrence of outcomes. Typically, most cohort studies are prospective studies (though there may be retrospective cohorts), whereas case–control studies are retrospective studies. An interventional study has to be, by definition, a prospective study since the investigator determines the exposure for each study participant and then follows them to observe outcomes.

The terms “prospective” versus “retrospective” studies can be confusing. Let us think of an investigator who starts a case–control study. To him/her, the process of enrolling cases and controls over a period of several months appears prospective. Hence, the use of these terms is best avoided. Or, at the very least, one must be clear that the terms relate to work flow for each individual study participant, and not to the study as a whole.

Classification of study designs

Figure 1 depicts a simple classification of research study designs. The Centre for Evidence-based Medicine has put forward a useful three-point algorithm which can help determine the design of a research study from its methods section:[ 1 ]

Classification of research study designs

• Does the study describe the characteristics of a sample or does it attempt to analyze (or draw inferences about) the relationship between two variables? – If no, then it is a descriptive study, and if yes, it is an analytical (inferential) study
• If analytical, did the investigator determine the exposure? – If no, it is an observational study, and if yes, it is an experimental study
• If observational, when was the outcome determined? – at the start of the study (case–control study), at the end of a period of follow-up (cohort study), or simultaneously (cross sectional).

In the next few pieces in the series, we will discuss various study designs in greater detail.

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Conflicts of interest.

There are no conflicts of interest.

A List of 580 Interesting Research Topics [2024 Edition]

In school and college, you will be required to write research papers. Yes — papers in the plural. And that’s the first reason you may want to turn to Custom Writing and seek help with research projects.

Our specialists will write a custom essay specially for you!

When assigned a paper, the very first undertaking is to choose from a list of research topics. This is a daunting, even intimidating task, one that many people would prefer to circumvent altogether.

The good thing is:

There are hundreds of exciting and fun research topics for high school or college students from which to choose. With a variety of options, you are likely to find some interesting things to research. When you have good ideas and help available, this task becomes less threatening and more engaging.

But first: Let’s verify you have a complete comprehension of what writing a research paper entails. After all, you can’t be creative with an idea if you don’t know how to write about it. Then, you’ll find numerous interesting research topics for your work.

• 🔝 Top 10 Research Topics

❓ What Is a Research Paper?

• ✍️ How to Find Topics to Write About

⭐ A List of Research Topics

• 💻 IT Topics
• 🏺 History Topics
• 🧠 Psychology Topics
• 🎓 Education Topics
• 📺 Cultural Topics
• 🗣️ Topics for an Argumentative Essays

🔬 Science Research Topics

💉 health topics for research papers.

• 👔 Business Research Topics
• 📚 Literature Topics
• 🗳️ Political Topics

😂 Fun Research Topics

• 👥 Sociology Research Papers

🎯 Specific Research Proposal Topics

• 👩‍⚕️ Nursing Research Papers
• 🎨 Art Topics
• 🎼 Music Topics
• ✍️ Creative Writing Topics
• 🎈 Other Topics

🔝 Top 10 Research Topics for 2024

• Maintaining social bonds via music
• Use of AI in robotics
• Narcissistic personality disorder: genetic factors
• Mental effects of remote work
• Use of infrared detectors in alarm systems
• Cosmological simulations and machine learning
• Achieving climate-positive agriculture
• Emerging infectious diseases: detection and prevention
• Technology-enhanced education in the post-COVID era
• Disability inclusion in the workplace

If you aren’t clear on what a research paper is, then you won’t get very far when writing one. A research paper is just as its name suggests — a form of academic writing that necessitates the independent investigation of a specified topic and reports the unique results of that investigation.

Just in 1 hour! We will write you a plagiarism-free paper in hardly more than 1 hour

Suny Empire State College provides a great and exhaustive explanation of what a research paper is.

In order to write a paper, you are required to formulate a research question. This is a question associated with your topic that acts as a guide during your research, enabling you to focus and provide unique arguments.

Before you can produce a research question, you have to choose from countless research topics available. Another useful thing to do would be checking out free sample research papers . With that in mind, let’s examine how you can discover some unique research paper topics.

✍️ How to Find Research Topics to Write About

The choice of a research paper topic can be influenced by a number of factors, including:

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• The course for which the paper is assigned
• Whether there is a topic assigned to you by the professor
• Whether you are given a broad-spectrum subject area
• How much freedom you are given to branch out and select a topic

Hopefully, you have been given some freedom of choice regarding academic paper topics. However, if you do have some choice in the matter, you might be speculating about how to narrow it down.

You are in luck!

There are a number of ways to effectively comb through the abundance of research paper topics and discover one that will work well for you. Here are some suggestions:

• Ask your professor. Chances are your professor has some fabulous research paper ideas. You can also inquire with other university staff and graduate students for ideas. These people know your discipline well, which can work to your advantage.
• Browse through scientific journals and research papers , but be sure to adhere to the most recent research possible. You will definitely find interesting ideas in published papers that would make great research paper topics.
• Investigate other professional and government publications for research project ideas. Again, keep to the most recent publications within the last three to five years, if possible.
• Browse through your library catalog to uncover the most interesting areas of study in your field.
• Take notes everywhere you go! It doesn’t matter if you are in class listening to your professor, traveling, reading a magazine, or watching TV. Research paper ideas are absolutely everywhere! Write things down whenever you come across something unique and interesting, and you just might find a topic to pursue.

When it comes down to it, deciding on one of the many academic essay topics is the most substantial step of the process.

Once you have that narrowed down, you can focus your research and write a remarkable paper. Now, we want to give you some help. What follows is an extensive list of the most interesting research topics to get you started.

Get an originally-written paper according to your instructions!

Now that you have a good idea of how to search for college research paper topics, you are ready for some suggestions. You might like one of them right off the bat, or you might be inspired by a particular topic and write something related to it.

Want to know the best part?

By the time you are finished reading this academic topics list, you will feel much more equipped for writing your research paper. For even better result, have a brainstorming session with a research topic generator to introduce a bigger variety of options.

💻 IT Research Paper Topics

Perhaps some of the best college research topics these days are in the IT field. Explore one of these interesting ideas in your paper:

• Has big data changed our lives for the better? Big data is a trendy study subject. Large IT companies use it for purposes such as advertising and logistics. However, it has also raised substantial privacy concerns over non-consensual data gathering. Are the benefits companies get by collecting your data worth them learning everything about you?
• Neural networks are algorithms that can learn to solve problems. Both their name and method of learning are derived from how the human brain works. Can neural networks lead to the creation of a true AI? If so, how soon?
• The current state of cryptography and how it may develop. The entire Internet’s security relies on a relatively small number of ciphers. If they were to be broken, the potential damage would be immeasurable. How likely is that to happen? What challenges are we likely to face in the future?
• The pros and cons of transitioning to cloud technologies. Cloud services are very convenient for various purposes. They might not work as fast as physical devices, but they are portable, cheap, and very convenient. Should humanity switch entirely to cloud services?
• What issues does automation raise, and how can they be solved? Robots don’t get tired and work very precisely. That’s why automation is great for business. Many manufacturing companies rely on robots heavily in their production. However, robots in the workplace mean fewer jobs for humans. When most blue-collar positions disappear, what will humanity do?
• Should we keep using multi-factor authentication?
• Are big tech companies monopolistic in their behaviors?
• Is remote work the future of office jobs employment?
• The pros and cons of software ownership vs. subscription models.
• Explore the evolution of wireless communication standards and their implications.
• Describe the Internet of things and its effects on security .
• The issues of IPv4 and the adoption of IPv6.
• How do computers manage to generate random numbers?
• The infrastructure and contingencies of the World Wide Web .
• Are computers entirely unbiased in their treatment of people?
• Procedures to enhance IT security
• New methodologies and challenges to IT management in health
• Interrelation, patterns, and existing theories on behavior and IT
• Common services center vs. community multimedia center: selecting the correct variety of IT service
• Racial and gender issues in the IT domain
• Innovative theories regarding computer imitation of a human being
• The impact of digitization of medical records on the IT domain

🏺 Topics for your Research Project on History

Human history is full of exciting events, and despite what you might believe, not all of them have been explored. There are many incredible history research topics, such as:

• The history of the Chinese Empire over the millennia. The Chinese Empire is rarely discussed in history classes as much as its Western counterparts. However, it existed for over two millennia, only falling in 1912. Many curious events happened in that time that merit discussion.
• The Ottoman Empire and the Barbary slave trade. The word “barbarian” comes from the Barbary Coast in Africa. It was infamous for its pirates, who raided European vessels for loot and slaves. Only ending in the 19th century, this phenomenon can make for an interesting case study.
• The rise and fall of Ancient Greek city-states. Ancient Greece is often viewed as mostly monolithic and united against threats. In fact, it was comprised of numerous city-states that fought as much as they cooperated. Research the region’s fascinating and nuanced history.
• The effects of the printing press on the world . The printing press was invented in 1440 AD by Johannes Gutenberg. Before it, each copy of a book had to be written by hand. It limited the literature’s availability dramatically. What effects did mass production of books have on Europe and the world?
• The fracturing of Christianity : causes and effects. Since its inception, Christianity has gone through multiple schisms. Some of them were remarkably violent. As a result, there are now three main Christian churches and a multitude of lesser ones. Explore what caused believers to split apart into Orthodox Christians, Catholics, and Protestants.
• The underlying causes of the World War I.
• Provide a detailed history of the Hundred Years’ War and its results.
• Holy Roman Empire : from successor to the Romans to a Nazi symbol.
• Liberalism in national politics: emergence and evolution.
• The history of the world as a series of conquests.
• Were the Crusades motivated purely by religious devotion?
• Why did Texas secede from Mexico to the United States?
• Apartheid in South Africa and its heritage.
• Centers of scientific activity throughout history.
• How did China’s geography influence its history?
• Palestine and the Golan Heights
• Premises, progression, and consequences of the cold war
• The most remarkable revolutions in history
• Has Slavery transformed the development of the western world?
• Could damage from the bubonic plague have been diminished?
• Strange medieval family laws and their influence on society
• Life in London in the 15th century
• Religious cults in ancient societies

🧠 Psychology Research Paper Topics

Psychology has to offer plenty of interesting ideas for you to research. Just look through the discoveries made over the past decades, and you can understand that the human mind holds as many mysteries as the deep ocean.

It is why we would like to suggest a list of great experimental research topics in psychology. The science of human behavior is even more exciting when you can try your theories on practice.

If you still can’t decide on the topic for your research paper or thesis, just look through this collection of compelling proposals to give yourself an inspirational boost.

• What is the correlation between personality and taste in literature? It’s obvious that people with similar interests get in groups. Does it mean that they have similar personalities, though?
• Conformity in college and high school: a scientific approach. Check how your course mates tend to agree with others and don’t forget to write it down!
• Do men and women have different short-term memory mechanisms? It’s quite easy to conduct an experiment, but be careful approaching it in terms of gender issues.
• Optical illusions from the perspective of people with creativity skills. What if people who tend to be artistic and creative can see something in the common optical illusions that others can’t?
• The gut feeling: how do you feel when others stare at you? Some studies showed that you are more likely to wake up in the night because someone is staring at you. It’s creepy, though…
• Tricking the taste buds: how does smell affect the taste? How much can the smell of an onion confuse your sense of taste while you are eating an apple?
• What is the Stroop Effect, and how does age influence it? Check whether the age of the participants influences their ability to name the colors.
• Does having a symmetrical face make us seem more attractive? It is very rare that someone has perfectly identical left and right sides of the face. But how noticeable is it?
• Analyze the capacity of the short-term memory of your peers. The easiest way is to measure it by memorizing words and comparing the numbers later.
• Do people eat more popcorn when watching movies of a specific genre? Chewing something is almost a must-do in the cinema. But what type of movies triggers this behavior more than others?
• What signs of social media addiction are noticeable in public? Spend some time in the local coffee shop, watching people on their phones, and note any signs of addiction they show.
• The psychological effects of having breakfast: learning performance. Check if your course mates who have breakfast are more successful in learning than those who don’t.
• Music vs. body: how does your body respond? Measure different biomarkers while listening to different types of music. Maybe you’ll find perfect motivational beats!
• What color should your room be to improve your learning outcome? Blue is more calming than red, which is often used in sports halls. But what about boosting your learning abilities?
• Favorite color as a result of childhood attraction. Try to trace the childhood memories of your friends. Maybe their favorite color is pink because they had pink walls in their room.
• Biomarkers and colors: what is the correlation? Check how seeing different colors can stimulate specific responses from the body, for example, in heart rate.
• Colors and mood: can the color of your bedsheets make your day? The first thing you see in the morning is quite important. How would a specific color affect your mood?
• What is the correlation between stress levels and procrastination? There is a relation for sure, but does procrastination cause stress or the other way around?
• How much can we trust the long-term memory ? Ask people to tell you about some random event from their past. Then, ask them to do the same later. Do the stories match?
• Negative influences of sleep deprivation on social behavior. Track some students’ behavior when they don’t get enough sleep and see how it affects their relationship with others.
• The origin of phobias and fears : engaging the monster within
• Dreams : are they messages from within?
• Mechanisms of thinking: it’s all in your head
• Factors that influence behavior and character
• Mechanisms of aggravating habits
• The function of short- and long-term memory

• Why people yearn for their past
• What entices people to amass the most preposterous things?
• Is autism a disease or a natural variation of the norm ?
• The impact and outcomes of social networks and mental health
• How memory works: recalling the essential
• How depression impacts the immune system

• A phenomenon-oriented approach to the study of depression
• How to manage post-traumatic stress disorder in children
• Depression as a cause of celiac disease
• Fighting depression with techniques to relieve anxiety
• The consequences of depression and relationship problems
• Eating behaviors in different cultures
• How behavioral patterns develop
• How to forecast and shape behavioral patterns
• Differences and similarities in the behavioral patterns of diverse cultures
• Is there a genetic link to optimism that can shape behaviors and attitudes?
• The causes and consequences of insomnia
• How to combat child violence

• How defense mechanisms and behavioral patterns work
• How bilingualism works: the secret of processing mechanisms
• How fear-related beliefs fit into the cognition process
• Following the cognitive process involved in anxiety disorders
• How to fight emotional distress
• Unusual mental health cases and cognition deviations
• Applying psychological approaches to ethical reality
• How motivation plays a role in human development
• The shared elements of self-affiliation and self-determination
• An examination of the causes and results of drug and alcohol abuse
• New ideas regarding the peculiarities of rational and social development
• How practicing a healthy lifestyle cures disease and promotes wellness
• Conflict solution in parent-child relationships
• Evaluating the challenges of preterm development in children
• How to battle cognitive deficit in Parkinson’s disease
• Is attention deficit disorder a neuropsychological problem?
• Examining the process of making decisions and taking risks
• The impact of music genres on how the brain works
• How to fight childhood disorders
• Shattering long-standing myths about ADHD
• Intellectually gifted people: how is it possible?

🎓 Research Paper Topics on Education

Research project ideas around education are always changing. This has resulted in a wide range of research topics, such as:

• Computers in classrooms: useful tool or obstacle to equality ? Computers have proved to be capable of improving many aspects of our lives. For instance, they allow children to interact with content instead of just consuming it. However, computers further the disparities between those who can and cannot afford one. Explore these factors in your research paper.
• A review of potential methods for solving America’s education crisis. The US invests a substantial portion of its budget into education. However, the system’s equality is average at best. You can study proposals on how we may change its design for the better. Choose the most promising ones, or suggest one of your own.
• Individualized vs. group learning : which is better suited for current reality? Every child’s learning should be tailored to their specific situation. Unfortunately, there are far more children than teachers. Answer these questions: is group learning the only available option despite its drawbacks? Can we reduce its shortcomings by blending the models?
• Are standardized tests helpful or damaging to children’s education ? Standardized tests are convenient from a bureaucratic standpoint. They convert children’s learning into numbers that are easy to work with. But the practice is often criticized for prioritizing memorization over understanding. Should standardized tests be abandoned?
• How should the education system approach children with special needs ? Special needs children have experienced a broad range of treatment throughout history. What are the current ideas on how to teach them? What are their special needs in an educational context, and how can schools satisfy them?
• Are the world’s best education systems based on similar foundations?
• How can schools help children maintain their mental health ?
• What does equality of opportunity mean in the context of the school?
• Review how the essential qualities of a teacher evolved since 2000.
• Should every school student aim for higher education ?
• What traits define an excellent teacher, and can they be cultivated?
• Is homeschooling a viable alternative to public schools ?
• The school choice debate in the US: arguments for and against.
• Authoritative sources: what qualities make information available on the Internet valid?
• Is cheating on tests an expression of an educational failure?
• Where theory encounters reality in gender issues
• Test anxiety with regard to contemporary methods of teaching
• The effects of contemporary teaching methods
• The mental process behind human learning
• The interpretation of IQ test results
• Should children be rebuked when they misbehave?
• How to prevent bullying and harassment in schools

• The creation of particular learning methods for blind children
• Positives and negatives of contemporary methods of teaching and state-of-the-art innovations
• The function of technology in lesson planning
• Is there a one-size-fits-all strategy for education?

📺 Cultural Research Topics for Papers

Perhaps there is nothing more complex than human culture and how people have interacted with each other throughout history. For this reason, these cultural topics might be of interest to you:

• Harlem Renaissance: how a single neighborhood created modern African American culture . In the 1920s, numerous African Americans moved to the Harlem neighborhood of New York. Influenced by the ideas of thinkers such as W. E. B. Du Bois , they built the foundations of Black culture and art. How did this happen? 
• Is third-wave feminism still a movement for equality ? First-wave feminism gave women equal rights with men. Then the second wave started the fight with discrimination. However, third-wave feminism claims that the second wave failed, especially with regards to matters such as race and ethnicity. Are its claims valid, and what does it work to achieve? 
• Is the Western way of thinking the only correct one? Non-Western civilizations lay claim to different schools of thought that emphasize different viewpoints. Should Westerners adopt aspects of non-Western philosophical thought? 
• Are the factors that informed the Constitution still relevant? The Constitution was created in a different time than now. Some of its provisions, notably the Second Amendment , have been challenged repeatedly in recent years. Explore if the ideas of the Founding Fathers still apply today. 
• Should the postmodern school of art be considered art? Postmodern art is challenging to define in plain terms. Many people are confused when a seemingly random series of brush strokes sells for millions of dollars. Think of how such artworks fit into the history of art movements. 
• The impact of advertisements and commercials on how people comprehend the world 
• The implicit messages of mass media : what you see is what you get 
• How the most remarkable cultural achievements of the 20 th century influenced contemporary art 
• The repetition of cultural tendencies: the Greeks did it first 
• Social roles adults endorse to children via toys 
• Social models mass media bestows on teenagers and adults 
• Eating habits in dissimilar cultures 
• The origin of racial discrimination  
• The segmentation and integration of humans 
• The impact of AIDS on mankind 
• A new comprehension of past events 
• Unearthing a common language: divorce prevention and family therapy  
• Painting a portrait of the average American family 
• The roots of antisemitism and how it manifests today 
• A case against cruelty to living beings 
• An examination of the current job market and unemployment  

🗣️ Argumentative Essay Topics

It is easy to find unique argumentative research paper topics. After all, we live in a crazy world in which all kinds of interesting things happen. Here are some suggestions:

• Is the Electoral College a better system than the popular vote? The United States uses the unique Electoral College system for its presidential elections. Over the centuries, calls have been made to change it to the popular vote approach. So far, these attempts have been fruitless. In this debate, whose position has more merit?
• Should the continued expansion of the government be reversed? Starting small, governments around the world took on more and more functions. As a result, they now guarantee the operation of many services. They also collect massive taxes and demonstrate bureaucratic inefficiencies. Is there a valid argument for privatizing most public services?
• Should the US continue acting as the world’s peacekeeper? The US’s military is present in many areas around the world. Usually, they take the form of military bases and peacekeeping forces. However, its efforts often fail, with Iraq as a recent example . Should the nation continue spending its resources abroad?
• Does the public or private healthcare produce better results for the cost? The US’s healthcare system is often criticized for its massive costs and underwhelming quality. There have been calls to both make it more private and more public. Which of the two approaches ensures a more affordable, efficient system?
• Is teenage gender transition ethical? Recently, medical professionals in the US have started transitioning teenagers with gender dysphoria . Yet, some of them de-transition later. Should the practice continue regardless?
• Political commitment and television
• Should marijuana be legalized?
• Can people of different races ever understand each other
• Abusive relationships : where to draw the line on what relationships should Be allowed to exist
• Are there realistic limitations on abortion ?
• The many guises of violence in society
• The impact of women on world history

• Are social interactions possible without lies?
• Dealing with overpopulation: can it be accomplished ethically ?
• Torture : is it ever acceptable?
• The ethics of using animals in research
• Human dependence on computers : beneficial or harmful
• Post-9/11 security measures : an invasion of privacy or good sense

Science is always bursting with new and exciting topics as we delve deeper into the mysteries of the universe and technology. Here are a few topic suggestions:

• The potential of space resources and the technologies for extracting them. Space contains a vast quantity of resources, many of which are rare or expensive on Earth. Plans to use them have been arising for a long time. Can we implement any of them in the near future, and do they justify the costs? 
• Recent promising developments in cancer treatment and their validity. Cancer is a significant concern for humanity largely because it cannot be treated without harming the body. However, ideas such as targeted medications and imitations of whale biology have promised an end to this problem. Research them and assess their validity. 
• Large-scale recycling methods and their effectiveness in reducing waste . Most of the resources humanity uses are still on the planet in the form of waste. Some, such as fossil fuels, cannot be recovered, while metals and many others can. Is it possible to address resource scarcity through large-scale recycling? Is it economically viable? 
• Advantages and disadvantages of proposed thorium nuclear reactor designs. Thorium has been touted as the solution to the problems of uranium-based atomic reactors. It’s not as dangerous and produces less waste. Is it indeed superior, or should its issues prevent its use? 
• Potential benefits and issues of genetic modification . Genetic modification is broadly used but also criticized by many. It has its benefits, but critics argue that overreliance may lead to unexplored side effects. Are there reasons to believe these claims? 
• What cloning has in store for humanity : altering the personality 
• How nanotechnology will impact modern science  
• Will uranium isotopes precipitate the next scientific revolution? 
• How psychoactive drugs influence the central nervous system 
• Deafness and using echolocation 
• The role of erythropoietin and calcitriol in the human body 
• The process of feeling pain: treatment and pain relievers of the future 
• Is nuclear energy too hazardous to use? 
• Nuclear weapons : a responsibility for which no country is prepared 
• People’s impact on climate change : the cost of a technological breakthrough 
• Key issues and potential solutions for toxic waste disposal 
• Are the effects of global warming reversible ? 
• The future of NASA  
• Endangered species : causes and concerns  
• Black mold: the bathroom invasion 

Just like science, health care is always changing, particularly as technology advances. With new discoveries in disease research and new technology being developed every day, the following topics are great examples of what you can write about in your paper:

• Race and ethnicity-based differences in normal health indicators . People of different races and ethnicities tend to have varying normal health indicators. For example, African Americans tend to have a higher blood pressure than average. What causes such differences? Why do medical workers need to understand them?
• The effects of the Affordable Care Act on American healthcare. The Affordable Care Act, colloquially known as Obamacare , was introduced to improve health insurance’s affordability for disadvantaged people. However, the costs of insurance have grown since through premiums. Did Obamacare cause this increase, or did it happen independently?
• Strategies for prevention of obesity and associated heart disease risks. Heart disease is a leading cause of death in the United States. Obesity, which is also prevalent in the nation, is associated with the condition. How can the healthcare system reduce the rates of obesity and associated heart disease?
• For- or non-profit hospitals: which offer superior treatment? Both for- and non-profit hospitals are private entities. The former operate as businesses, while the latter only seek to cover their costs. Is the former’s drive to compete and lower prices preferable to the latter’s not charging a profit margin?
• Mental health in the United States: issues and proposed solutions. Mental healthcare is a complicated topic. Many conditions are difficult to diagnose, and some are associated with stigma . Conflicts of interest often arise among psychiatrists, incentivizing them to diagnose fake conditions. How can mental health be improved in the US?
• Should medicine be more focused on the prevention of illnesses or their treatment?
• Is it possible to eliminate a disease forever?
• The development of prosthetics: current technologies and promising ideas
• Barriers to the adoption of electronic health systems and how to overcome them.
• Sedentary behavior and sports: what are the health outcomes ?
• Psychological treatment for adolescents: how to address their needs.
• Caring for seniors: current problems and potential solutions.
• US nursing shortage : causes and potential effects on the nation’s health.
• The effects of circumcision on the health of newborn infants.
• Analyze the experiences of children with autism in school and at home.
• Should image scan radiation be reduced to a minimum level?
• Health care and insurance: concerns and problems
• The most likely outcomes of recent health care reform
• Old theories and new methods of sports injury rehabilitation
• A look at celebrities who have battled cancer
• A comparison of conventional and alternative cancer treatments
• How clean needle programs benefit society
• The need for education on nutrition in school
• The impact of diet on health

👔 Business Research Paper Topics to Write About

Business is a broad field, so there are plenty of topics you can write about, such as:

• Best contemporary practice in green supply chain management for businesses. Green supply chain management aims to overturn the stereotype of polluting factories. Companies that adopt it seek to generate as little waste as possible and require their suppliers to do the same. What policies do researchers currently recommend for this purpose? 
• Corporate social responsibility : theoretical framework and practical implementations. Corporate social responsibility is an approach where a company seeks to give back to the community where it works. It’s a popular concept, often discussed in business schools. But how does it translate into practice? 
• The effects of different office arrangements on the productivity of employees . Offices have evolved substantially over the 20th century. Cubicles replaced isolated rooms, and today open offices are popular. Is there a meaningful difference between these different arrangements? Are the changes improvements or lateral movements? 
• Remote work and its effects on the operations of businesses. Remote work is more popular than ever. It seems convenient for workers, but some companies worry that they will stop being productive without oversight. Are their concerns reasonable? 
• A cross-cultural comparison of leadership styles . In the West, a number of leadership style theories have crystallized that are considered best. However, other regions use distinct approaches that work for them. They’re also not rushing to change to the Western model. Do Western styles work best everywhere, or are they limited to the appropriate mindset? 
• Social media marketing strategies and the determinants of success. 
• Compare the functions of administration and management. 
• Prevention of organizational misconduct: barriers and strategies. 
• Review the latest developments in performance management theory and practice. 
• What is the future of e-commerce business environments ? 
• Innovation in the workplace: current thought and generation methods. 
• How does outsourcing influence business performance? 
• Describe the effects of kaizen and total quality management on performance. 
• Discuss economic viability in corporations that operate at a loss. 
• Overtime work, employee well-being , and company performance. 
• Deliberating in the secrets of effective leadership  
• How time management influences the prosperity of a company 
• How to resolve a conflict between staff and management 
• The function of diversity in the workplace of the 21 st century  
• Management by walking around: effective or fruitless? 
• Should businesses be regulated: pros and cons 
• Social media and word-of-mouth in the digital age 
• How the digital age has transformed small businesses 
• How mobile technology is altering the workplace 
• The future of the franchise  
• How the millennial employee is transforming the workplace 

📚 Literature Research Paper Topics

Sometimes, there is no surrogate for a great paper on literature, and with the changing world, there are always innovative ways to observe literature, even the classics. Here are a few topic suggestions:

• The depiction of the American Dream in The Great Gatsby . Jay Gatsby first appears as an example of the American Dream. Starting poor, he becomes wealthy and popular in the city. However, he does not achieve his desires and stays unhappy. You can research how the novel criticizes the concept while also reinforcing its idea.
• The evolution of Japanese literature in the Meiji Era. The Meiji Era began after the end of Japanese isolationism. Due to encountering new cultures, its art evolved rapidly. Writers such as Akutagawa Ryunosuke and Dazai Osamu created unique works. From what context did they emerge?
• The traits of 20th century dystopian works . The worlds of Aldous Huxley, Ray Bradbury, George Orwell , and others are bleak. However, they are all substantially different. Can you distinguish unifying themes in the stories that these writers tell?
• How does literature reflect contemporary social issues? Writers often try to draw attention to problems of their time. Dickens wrote about the exploitation of the poor, and Langston Hughes discussed racial discrimination. Can this trend be traced across most literature?
• Classic vs. modern poetry. Classical poetry follows a variety of rules, such as rhymes and stanza organization. Contemporary poets often reject these constraints and create works that are closer to prose in form. What caused this change?
• Study the Four Great Works of Chinese Literature as cultural reflections.
• Examine the influence of romantic tendencies on Walther Scott’s works.
• What issues are raised in contemporary African literature?
• Analyze Milton’s interpretation of Biblical myth in Paradise Lost .
• What characterizes the depiction of war in Heller’s Catch-22 ?
• Discuss real and fake loyalty in King Lear .
• How was grotesque used in 19th century American Gothic fiction?
• The Old Man and the Sea : Hemingway’s depiction of the unconquerable spirit.
• How were gender issues depicted in 19th and 20th-century feminist literature?
• Compare the themes of The Iliad and The Odyssey.
• The innovative era: poets of the 21 st century
• A dissection of the most illustrious novels in history
• The hunger games: over and above pulp fiction
• The future of copyright
• An examination of racism in novels from the 1960s and 1970s
• The perception of exile in literature
• Culture and literature: which affects which?
• An examination of homosexuality in literature

🗳️ Political Research Topics

The world of politics is ever-changing. Understanding the complex mechanisms that regulate our lives is challenging. That’s why a research paper is a great way to clarify the matter. Whether you’re interested in global or local affairs, this section has got you covered.

• What is the origin and purpose of powers separation in government ? Most modern governments are separated into three branches: legislative, executive, and judicial. Thus they limit each other to avoid government overreach. How was this system founded, and how does it work?
• The structure of the legislation approval process in the US. Every bill has to be approved by the Congress , the Senate, and the President. What factors can hinder the process?
• A comparison between the two-party system and multi-party nations. The US is often critiqued for its two-party system by nations that have numerous parties. With that said, a common counterargument is that American parties made of people with diverse views. How do the political climates of the US and multi-party democracies differ in practice?
• The purpose and effectiveness of term limits for government positions. Some government positions, such as that of the President, are limited to a specific number of years. At the same time, jobs in the Congress and Senate are not. Discuss the purpose of term limits and say if they’re effective.
• Pros and cons of globalism as a political philosophy. The concept of globalism requires worldwide bodies that supersede governments. It looks past nations and ignores their interest in favor of global benefits. Is this approach valid, or are there problems with it?
• How does the European Union membership affect its countries?
• Review the evolution of China’s political system in the 20th-21st centuries.
• The threat of terrorism in a world without ISIS.
• Discuss the issue of mass incarceration in the United States.
• What were the causes of the Soviet Union’s collapse ?
• Write about violations of human rights worldwide and their causes.
• Examine the critiques of capitalism .
• What are the political aims of the Black Lives Matter movement ?
• Review the methods for effectively combating governmental corruption .
• The issues of democracy and how to overcome them.
• The American policy of intervention
• The future of the European union
• Causes of world hunger
• Iraq’s weapons of mass destruction
• The Justice system and juvenile criminals
• Afghanistan—success or stalemate ?
• Was media coverage of SARS adequate
• The new world war: fighting terrorism
• Same-sex marriage: are laws keeping up with changing attitudes?
• BREXIT: good or bad?

Who says you can’t combine academia and entertainment? Great conclusions can come from fun research. The most important thing is to ask the right questions. Check out the following prompts and get inspired:

• Parallel universes, their origins, and potential organizations. Numerous authors have imagined parallel universes. Even some quantum physics theories assert their existence. Are parallel universes slightly different versions of our world, or are they entirely distinct?
• The theories and paradoxes of various time travel mechanisms. Time travel is a popular science fiction trope. It’s also associated with multiple contradictions, such as the grandfather paradox . How do science fiction authors try to overcome these problems?
• The attempts to create the theory of everything. Physicists are trying to develop an approach that would explain everything in the universe. It doesn’t exist yet, as general relativity and quantum physics often contradict each other.
• What are the possibilities and problems of interstellar travel? Without a method to travel much faster than light, expansion beyond the Solar System is impossible. If it becomes feasible, what possibilities can it offer?
• The history of the moon landing conspiracy theory. The moon landing conspiracy theory asserts that the Apollo 11 mission didn’t occur, and the evidence was filmed on Earth. It tries to find various flaws in this evidence and use them to prove its illegitimacy. How did it emerge, and does it still exist?
• Are people who claim to have extrasensory perception frauds?
• Research stories of the supernatural based on facts.
• What is the origin of the modern Santa Claus?
• If an afterlife exists, what form does it take?
• Does meditation have benefits for physical and mental health?
• Did Nostradamus’s prophecies come to pass?
• Why do some people believe the Earth is flat ?
• Does Murphy’s Law always work?
• Examine 19th-century occultism and its prominent leaders.
• Alchemy and the quest for the Philosopher’s Stone.
• How people are affected by the death of a game character
• Challenges faced by people creating their own cartoon
• Beloved comic strip characters and their influence on society
• An examination of UFOs: fact or fiction
• What if aliens do exist: the impact on humanity
• Is there a differentiation between déjà vu and precognition?
• The existence of spirits and how to communicate with them
• Theories regarding the Bermuda triangle
• Investigating alternative cosmology theories
• Does fortune telling have a scientific basis?
• Law of attraction: fact or fiction?
• Men and women’s brain: what’s the difference?

👥 Sociology Research Paper Topics

As an additional interest for studies, a sociology research paper can be written with the purpose of learning this or that aspect of society’s life. You may use personal experience or continue the research started by other authors. Interesting research projects in this area can be based on the following topics:

• Problems of the marriage and family: a divorce research paper . This article can study the relationship in different families and problems that can arise.
• Observance of public behavior standards as the feature of the civilized society. You can describe modern social ideals.
• Comparison of sociological laws in different historical epochs. In your paper, study the attitudes towards various social phenomena.
• The influence of personality on public development and progress. You can describe the power of the personality and what one person can do to contribute to social development.
• Opportunities for searching optimal criteria for the personality socialization . Such a paper aims at revealing the ways of how people can uncover their potential.
• The society’s attitude to global problems : a global warming research paper and the impact of this phenomenon on people’s way of life. Describe this well-known ecological problem in your paper.
• Cultural formation of the personality in the context of modern public reality. This type of work can be connected with describing the ways of people’s cultural development.
• Attempts to socialize adolescents and people with deviant behavior . A research paper on this relevant topic should describe how people who are prone to criminal behavior can correct their way of life.
• Ways of improving the microclimate in the work collective and creating conditions for comfortable work. The theme aims at finding optimal techniques to improve relationships among employees.
• Equality problems in society. A paper on this topic should uncover modern problems connected with inequality and various forms of racism.
• Explore the causes of poverty in disadvantaged communities around the US.
• Review the health and education outcomes of children raised in single-parent families .
• What are the effects of social media on users’ mental health?
• Look into the presence of gender stereotypes in popular culture.
• What are the effects of mass immigration on communities and nations?
• Study the effects of lockdown-related social isolation on mental health.
• Is the Internet an adequate replacement for face-to-face communication ?
• Research the causes of bullying and potential strategies for its prevention.
• What’s the status of LGBT communities in nations around the world?
• The effects of juvenile convictions on one’s life prospects.
• Write about the American population’s views on the dangers of pollution .
• Explore the stigma and social acceptance issues associated with transgender status.
• How does cyberbullying affect one’s health ?
• Review the Internet’s influence on education .
• Assess the rationale of policies that restrict citizen reproduction.
• Research your community’s views on the concept of privacy .
• Health and education outcomes of children raised in same-sex families.
• Explore intergenerational differences in views on social topics.
• How do views on freedom of speech vary among people of different social categories?
• Make a case study on the prevalence of workplace gender discrimination in your community.

It is essential to remember that a good research paper on the subject of sociology will be appreciated by readers if you study a specific social phenomenon in detail, carry out statistical analysis, and perform a number of important procedures. The purpose of a research paper in this field is to cover current public issues, reveal important aspects of various problems, and, if possible, offer optimal solutions. This science requires concrete and well-grounded answers. Any deviations and ambiguous arguments can be regarded as an author’s incompetent attempt to investigate a complex topic.

With all of these topics at your disposal, you might still be feeling a little overwhelmed. However, they are divided into categories to make choosing one easier. It might also be helpful to look at some great research paper samples .

Composing a research proposal can sometimes be a part of a big study. If you not only want to describe a specific problem or to convey an idea to your readers, but also expect to promote your personal theory and receive the approval of a respected scientific community, it’s necessary to choose a topic which allows you to present your own ideas. Different types of writing can be included in this category: an analytical research paper, work on identifying the best ways and techniques for a particular topic, etc. The preparation of research proposal articles has some nuances, and the following topics can be studied:

• The way to conduct optimal trade relationships. Review appropriate techniques and offer specific methods to improve the situation in a particular company.
• The advantages of electronic management systems. This theme will be connected with describing the merits of modern ways of managing specific spheres of production.
• Useful innovations in modern life . Research paper subjects can be different: medicine, sociology, business, etc.
• The best management techniques: methods of control . A paper on this topic should describe the behavioral features of successful managers.
• The implementation of nursing theories in practice. The research paper proposal should have an appropriate scientific basis and describe corresponding medical issues.
• Best practice in the diagnosis and treatment of tuberculosis .
• What challenges are associated with the nationwide adoption of the DNP standard?
• Research current developments in palliative care for senior patients.
• Are there differences in leadership and management styles between genders?
• Assess the effects of tutoring on the educational attainment of school children.
• Compare the preferred management styles in different cultures.
• How do different states’ populations view the legalization of marijuana ?
• Write about the underlying causes of Ancient Rome’s fall.
• Challenges in the adoption of electronic health records in medical facilities.
• What are the potential vulnerabilities of the AES-256 encryption standard?
• Research the link between loyalty to a company and career growth .
• How did Dante’s Inferno influence Christian depictions of Hell?
• A case study of Singaporean government and its economic policies.
• Review the financial environment and economic growth of Hong Kong .
• Causes and implications of the human waste issues in San Francisco.
• Assess the prevalence of smoking in the United States.
• Study the beneficial effects of early childhood musical education on later development.
• The philosophical and political underpinnings of the French Revolution .
• What are the effects of successful social media marketing campaigns on videogame sales?
• How did Confucian writings influence Chinese political thought?

The video below provides detailed instructions on how to write a research proposal. It is crucial to follow these rules so that the article to be up-to-date and properly formatted. Any attempts to bring something new are generally welcome; however, it is important not to forget about established rules.

👩‍⚕️ Nursing Research Paper Topics

A nursing research paper is an academic article that has specific format requirements. Citation rules in particular are very important, for example, an APA research paper format . In order to write a perfect paper and conduct high-quality research, follow the formatting rules and use any of these topics:

• Nursing techniques to care for patients in intensive care units. The summary of your research paper can include a description of the best practical methods.
• How do you implement nursing theories ? Your paper can consist of the enumeration of specific nursing theories and the ways of their implementation in practice.
• Patients’ education and useful materials. The theme aims at discovering the best educational materials that would be suitable for patients.
• Ideas on how to achieve a better quality of nursing care . You can offer various interpretations of this topic in your research paper.
• Experienced researchers’ opinions on improving the state of nursing in hospitals. Use the ideas of different authors and don’t forget to follow the citation rules.

• Patient-oriented type of care and its advantages. This scientific research essay can reveal the merits of a specific nursing approach.
• Potential risks for nurses in the workplace. Both a junior research paper and a senior research paper of this theme should competently describe all possible dangers that medical employees can face.
• Care for people of different social backgrounds. If this research paper is written in English, it should uncover the ways how to care for people speaking other languages and having different cultural and social levels of development.
• Do nurses need additional stimuli to improve their qualifications? You can write many interesting research papers on this topic, and all of them can include lists of possible bonuses and incentives for nurses.
• The necessity for nurses’ additional education. A paper on this topic can describe subjects suitable for nursing education.
• How do you promote healthy eating practices in disadvantaged communities through educational programs?
• Research ways of providing preventative care for veterans affected by PTSD .
• Review the strategies of organizing nurse shifts to maximize the quality of care in understaffed conditions.
• Study cases of patient violence toward nurses in the intensive care unit.
• Preventing pressure ulcers in immobile patients.
• Ways of implementing quality improvement in nursing units .
• What cultural competencies and challenges are typically encountered in nursing care?
• Review the methods for controlling delirium in the intensive care unit .
• Propose adjustments in sexual education to spread awareness of STD risks in same-sex relationships.
• Suggest interventions to prevent falls in patients staying at home.
• What are the issues of advanced practice nursing in different countries?
• Strategies for remaining productive under pressure as a nurse.
• Research alternatives to prescribing patients with infections antibiotics that bypass resistance.
• How to design effective interventions for child obesity rates reduction.
• Explore using exercise to maintain the physical well-being of hospital patients.
• What interventions can reduce alcoholism rates in your community?
• Analyze the implementation of evidence-based practice in nursing facilities.
• Ethical standards and issues that arise in the nursing profession.
• Review the methods of providing holistic care to patients.
• The dangers associated with telemedicine in medical-surgical nursing.

The compliance with the specific research project ideas will allow you to write a high-quality paper and will give you the opportunity to conduct research at a high level. Having completed the document, you can summarize and identify its crucial points. Following the rules of formatting is an integral part of working on any academic text.

🎨 Research Project Topics on Art

In the process of writing research articles, it is necessary to adhere to a certain topic. You can choose any theme you want. A research paper will be successful if you stick to your topic and provide a real search for optimal ways of solving a particular issue. There are a few suggestions that can be helpful in the process of writing. If we talk about such an interesting sphere as the world of art, themes can be as follows.

• How is ideology reflected in architecture? Naturally, ideologies are largely represented in media, but they also influence architecture in many ways. You can study this topic at several points in time.
• How does photography represent reality? In this paper, you can discuss if photography reflects reality, interprets it, or constructs it.
• The significance of linear perspective . If you draw a linear perspective on a flat surface, you will create the illusion of depth. Discuss how this magic trick works in your paper!
• Art and the unconscious mind. It’s an excellent topic that lets you explore psychology. Try to answer the questions of how the unconscious mind influences the creation and perception of art.
• The evolution of horror movies . This film research paper topic covers everything from silent films to modern horror movies. You can discuss the influence of film noir on the genre, literary works that influenced it, the concept of “suspense,” and so on.
• Physiological aesthetics in Surrealism. It is a known fact that Surrealists were inspired by psychoanalysis and dream imagery. You can explore this topic in a paper or use it for a presentation!
• Deconstruction in architecture. The philosophical movement of deconstructivism influenced many spheres of life and art, including architecture. It allowed the creation of seemingly nonsensical forms and environments.
• Sociology of fine art. This is a relatively new branch of sociology, which deals with arts and social structures of their production. It also includes political trends that influence art, consumerism, and other social phenomena.
• Jewelry as sculpture. This topic lets you explore fantastic avant-garde jewelry and how contemporary artists such as Jeff Koons use it to create sculptures.
• The discourse of Modernist painting in the 1950s. This topic covers experimental and abstract paintings of artists who rejected the realistic approach. Mention political agendas that influenced modernism in the ’50th.
• Abstract Expressionism. Here you can discuss postwar artists such as Rothko and Pollock , as well as their predecessors Ernst and Kandinsky.
• Andy Warhol’s influence on art. This art research paper topic covers not only pop art, but also films, music, aphorisms, the concept of “superstars,” and other aspects of Andy Warhol’s influence.
• The art of street photography. Street photography is usually spontaneous, which helps to create realistic and powerful imagery. Write about the art of photographing urban landscapes and the most influential candid photographers.
• The history of animation . Techniques preceding animation have existed long before the invention of cinematography. Puppetry, shadow play, magic lantern – all these things relate to animation in one way or another.
• Are video games art? This idea seemed impossible in the past, but now many video games are considered art for their use of imagery, music, and compelling narrative.
• Art as a form of protest. This includes protests against tradition or political causes. You may also talk about the role of art in bringing about a change in society.
• Renaissance sculpture. This topic is just as interesting as the Renaissance painting. During that period, the art of sculpture had reached its peak. Sculptors of the Renaissance were influenced by Ancient Greek sculptures , as well as by Humanism.
• Relationship between architecture and environment. Here you can discuss eco-friendly or “ green” architecture .
• Modern ceramics as an art form. In the last decade, ceramics became a very popular art form. From prehistoric pottery to intricate porcelain forms – ceramics is a great medium that can often be compared to sculpture.
• Science fiction in cinema. The earliest science fiction films were created back in the late 19th century by Georges Melies. In 1927, Fritz Lang’s silent film Metropolis revolutionized science fiction cinema. Explore it in your research paper!
• The peculiarities of Da Vinci’s masterpieces. The paper will reflect the talent of the great European master and describe his Best Works.

• The trends of art in Medieval Europe. The topic should uncover modern trends in the art of the Middle Ages and include the description of some styles; it can the article of any format, even a 10-page research paper. The main thing is to fully reveal all the distinctive features of that epoch.
• The history of European Art in the 20th century . The research can be devoted to some trends in the previous century.
• The most outstanding artists in the world’s history. The paper should tell about the most famous artists of all the epochs.
• Why do people appreciate art? This article can include your own ideas concerning the subject.
• How do artists reflect their talent today? Your task is to try to study the methods that modern artists use to attract the audience.
• Skills that a professional artist should possess. The aim of this article is to study some skills that should be necessary for the work of the artist. Regardless of whether you write research papers for sale or not, you should try to express not only well-known ideas but also your personal point of view.
• Is it possible to develop artistic talent? Try to express your ideas concerning the opportunity for mastering proper skills.
• The benefits of cooperation with other artists. This topic touches upon probable advantages that artists can gain when cooperating with their colleagues.
• Themes that are the best for the canvas. You can develop a number of research abstract topics on this theme and convey the best motives to paint that seem the most successful for you.
• The absence of inspiration. The theme should reveal what authors should do to develop their inspiration.
• Chronological order of art development in the world. It is a rather accurate paper that should mention the most significant stages of art development.
• Do people appreciate the work of artists? You could try to study the audience’s attitude toward artists’ work.
• The methods to attract young people to art. The topic is connected with a social issue and aims at popularizing art in masses.
• Do artists need additional knowledge? This theme implies for describing the necessity of education among all the professions, including artists and other creative posts.

🎼 Music Research Topics

Every culture has its distinct music. For many people, music is an integral part of everyday life. Film and theater productions use it to steer our emotions. When writing about music, you can choose from an endless number of ideas to research. Here are some examples:

• Music as a ritual. Back in prehistoric times, music was considered to be a powerful ritualistic practice. Some mythologies even include stories about gods introducing the art of music to humans.
• Early polyphony in Christian Europe. The earliest choral music was mostly performed in a single melodic line. See how it changed when more melodic lines were added.
• Indian ethnomusicology . This interesting music research topic is concerned with the peculiarities of Indian music culture. You can include the discussion of how Indian music influenced psychedelic rock in the ’60s.
• Jazz performance and improvisation. The element of spontaneity is very important in jazz performance, and improvisation is its key component.
• Medieval troubadours and their legacy. Troubadours were poets who sang their own music and played instruments. Their performances differed greatly from the traditional church music of that time.
• Ecomusicology of North America. This research topic allows you to discover the ways in which American landscape and nature influenced music, including Native American music, folk music, and modern songwriters.
• Baroque music . During the Baroque era, many important features of modern music were introduced. You can choose this topic if you like grandiose, dramatic, or playful classical music.
• The classical period in music. This period followed the after the Baroque and was very different from it. You can recognize it by simple structures and minimalistic arrangements. Many of the world’s greatest composers, such as Mozart and Beethoven, lived during the Classical era.
• Classical music of the 20th century. Over the course of the previous century, the music styles were changing like never before. Still, classical music survived, while also transforming itself in accordance with times.
• Music therapy for children. In this exciting music research topic, you can discover how music is used to help children with developmental dyspraxia, autism, ADHD, and other disorders.
• Music and sound in film. Discover for yourself the art of scoring – from improvised piano arrangements of early movies to modern stereo surround sound.
• The history of Italian opera. The Italian language played a key role in the formation of classical singing techniques. This includes opera – an art form that unites music and singing with storytelling.
• The 20th-century music industry. This topic is centered on various ways of recording and selling music. Vinyl records, wax cylinders, cassette tapes, and CDs – 20th-century technology allowed turning music into a business.
• The birth of pop music. The history of popular music begins in the 1950s. The term refers to the songs appealing to a large audience, as opposed to classical or jazz music. You can discuss the elements of early pop music that made it so accessible.
• The ideology and aesthetics of punk rock. Punk rock was enormously influential in the 1970th. Its philosophy of anti-conformity appealed to young people of post-war Britain and the USA.
• The musicology of electronic music. This exciting topic covers the earliest repetitive devices such as Hammond organ, early experimentations with electronics, the first use of computers and synthesizers in songwriting, and more!
• Sampling in electronic music: context and aesthetics. Sampling is a very interesting technique that allows using audio fragments in different contexts. It can be used for aesthetic or political reasons, or as a cultural commentary.
• What is a sound sculpture? A combination of an art object and music, sound sculptures are exciting to research. You can use this topic for presentation and demonstrate sound sculptures in action!
• Dadaism and music. Dadaist ideas of randomness and paradox influenced art as well as music. Discuss the noise compositions and avant-garde sonic experiments that influenced the latter half of the 20th century.
• Robotic musical instruments. You may think that robots playing music is a relatively new idea, but in fact, they date back to ancient times.

✍️ Creative Writing Research Topics

There are more rules to creative writing than one might think. For example, narratives should be coherent, and world-building has to follow certain logic. Analyzing these peculiarities brings you one step closer to becoming a better writer.

• The role of reality within the psychological thriller genre. Psychological thrillers often aim at distorting or questioning reality. Study the ways in which this idea manifests in different narratives.
• Graphic novels and their peculiarities. In modern times comic books are no longer considered to be just for entertainment, and graphic novel format is used to produce award-winning narratives.
• Writing about the past : historical research and archaeology. When your narrative takes place in the distant past, you need to do extensive research to represent the time period properly. One way to do it is to turn to archaeology.
• What is the role of landscape in supernatural narratives? Supernatural narratives rely on the atmosphere to evoke the feeling of uncanny. The setting and landscape are especially important to the writes of the supernatural genre.
• How to write engaging crime fiction? This topic includes the ways of building suspense, the use of “red herrings,” complex character development, and other tips.
• Digital storytelling. Here you can explore how to present your narrative in interactive digital form. It can be a video game, a visual novel, or a walking simulator.
• Writing about the future. When you write about the past, you already know the characteristics of an epoch. But how do you invent the attributes of the future? Discuss it in your paper!
• The influence of the author’s personal life on their writing. People often want to learn more about their favorite writers in the hope to understand their work better. But is there really such a connection between one’s personal and creative lives?
• The role of diaries in creative writing . Almost all writers keep diaries. Sometimes the diaries are published and used in research or literary analysis. But how do authors themselves use their diary entries?
• Creative writing for children. This excellent creative writing research topic deals with the ways of teaching children how to create their own narratives. You can discuss why writing is beneficial for children and how you can encourage them to be creative.
• The art of teaching poetry . Poetry is one of the most exciting art forms that never gets old. However, not everybody appreciates poetry right away. See how you can change it!
• What is the role of nature in romantic literature? Romantic artists and writers took lots of inspiration from nature, using it as a metaphor for one’s life and feelings.
• The role of authorial intent. Some readers think that it’s essential to know what the author wanted to say in their literary work. Others believe that it’s one’s personal interpretation that matters the most.
• A persona in poetry. The lyrical subject is someone who narrates a poem. Some people see it as the manifestation of the author, and others as a fictitious character. And what do you think?
• Degrees of realism in fiction . When writing a work of fiction, some writers use excessive descriptions, while others keep things relatively minimalistic. Discuss the positive and negative sides of these approaches.
• Forms of structure in films and novels: a comparison. Here you can compare different forms of narrative structures used in cinema and literature, such as linear and non-linear narratives, the use of flashbacks, and so on.
• How to write a comedy. Comics say that making people laugh is much harder than to make them cry. Discuss what makes a literary work funny, and how one can write effective comedy.
• The recontextualization of Hamlet . Recontextualization is a process by which something (e.g., a character) is taken from one context and introduced into another context. You can explore this notion through different recontextualizations of Shakespeare’s character Hamlet.
• Writing a dystopia . See what techniques you can use when writing a narrative set in a bleak society.
• Monomyth in literature. This exciting topic deals with the concept of “hero’s journey,” which serves as a basis for nearly all myths as well as countless works of fiction.

🎈 Other Research Paper Topics

You still haven’t found what you were looking for? This section might have what you need! Here you’ll find all kinds of topics. From psychology over physics to sociology, we compiled the most engaging ideas for you.

• American teenagers–can they be called new species?
• William Shakespeare : was this man the author of famous plays and sonnets?
• Do you have any ideas about the field circles?
• Black magic. Does it exist?
• Censorship and its role in forming a society
• The phenomenon of the penny press in the USA
• Symbolism in literature
• Alcatraz and its famous fugitives
• Major sources of stress
• Government grants–how do they work?
• Election falsification: is it commonly used, and what are its main techniques?
• Genetic engineering and your point of view on it
• Stem cell research
• What is a black hole ?
• Loch Ness monster and your attitude towards this mystery
• Joan of Arc –did she manage to escape the fires of Inquisition?
• Do some research on techniques of brainwashing
• Who invented the radio ?
• There is a belief that American astronauts didn’t step on the Moon. Did they?
• American international policy
• Unique people who changed the world
• Genius ideas that made their inventors famous and wealthy
• Is education a necessary factor to become successful in today’s world?
• Differences between the high school systems in the USA and Japan
• Schindler’s list : the importance of moral roles over wealth
• Educational programs’ impact on professional careers
• Why do college students from all over the world come to the USA to pursue further education?
• Examples of crop circles: Fake or real?
• Humanity’s technological achievements in 2020

• The importance of outlines in books and articles 
• Web-designers seem to be using the same template in their works 
• Exciting inventions of humankind in the nearest future 
• Modern students do not know how to do their homework without access to the Internet 
• The original cover page of the Holy Bible  
• The development of the MLA style 
• The cradle of psychology 
• Controversial policies of the USA and the USSR  
• How abortion affects a woman’s organism 
• What did Homer write about his lifestyle?  
• Famous people in the world’s history that did not exist 
• Would people have become what they are today without science ? 
• Parts of the world that will always remain uninhabited 
• Philosophical questions that humanity cannot answer for centuries 
• Medical stereotypes around the world 
• Will global warming ruin America’s economic system? 
• The USA government should be thankful for the mass immigration 
• The majority of scientific works are useless 
• Things to research in the sphere of modern gadgets 
• Should sociology make people happier? 
• The lack of pure water sources on Earth 
• The environment’s effect on human health  
• Humanity’s steps towards eco-friendly products, cities, and vehicles 
• Sherlock Holmes’ analytical mind and deduction skills 
• Should parents teach their children how to make the world better for other people? 
• Is business the only way to become wealthy in Third World countries ? 
• Analysis of William Shakespeare’s literary language 
• Does a title tell everything about a book’s context? 
• The Great Wall: A legendary monument or China’s income source? 
• Should families report to the police that their relatives are guilty of something? 
• The first websites, available on the World Wide Web 
• New challenges to the society introduced by social media  
• If you created your government, what would you do for your citizens? 
• What career options are prevalent in modern societies? 
• Chemistry in people’s everyday life 
• Is there any person on Earth, whose life is considered to be easy? 
• Is bribery acceptable for criminal justice? 
• The most popular sports in Britain 
• The population biology of India 
• Basic nursing knowledge of everyday life 
• Renaissance literature in France 
• Think of a technology that would make our atmosphere cleaner 
• Development of different animals after forty days on Noah’s Ark. 
• What will the food be like in a hundred years? 
• Socialization of children with autism 
• The medieval art of Scandinavian people 
• Different ways to save Earth’s environment from pollution  
• Depression in adolescents: reasons and outcomes 
• The importance of computer science in today’s world 
• Coca-Cola marketing strategies  

• Express your opinion on people’s purpose in life on Earth
• How do early childhood memories and experiences influence our lives?
• The history of video games era
• Regulation of bullying in schools by law
• Drugs industry in California, New Mexico, and Texas
• The most prevalent economic issues in Greece after joining the EU
• China’s rapid growth: is it going to become the first country in the world?
• Global dangers that influence our planet’s ecology
• Significant changes in the American media since the 1970s
• What makes medicine an interesting subject to study?
• The main factors to consider while conducting qualitative research

There are so many resources out there that will help you choose a topic and write an outstanding paper. This video gives you a bunch of topics for research papers, which means you now have even more from which to choose!

There is no doubt that writing a research paper is a daunting task.

If you feel you need help, even if you have managed to choose a topic, you can always hire a custom writing service to help you produce a fabulous research paper of which you will be proud and will guarantee you a good mark.

Whether you choose to write it on your own or get some help, we wish you luck writing your paper!

🤔 Research Topics FAQ

There are literally thousands of topics to choose from. “Biomarkers and colors: what is the correlation?” is a great topic on psychology. Should businesses be regulated: pros and cons is an exciting business research topic. Finally, Art as a form of protest is an art research topic worth exploring.

The first option is to ask your professor. Then you can browse through scientific journals and take a look at your library catalog. The final option for those who search for a creative idea is to take notes everywhere. Write things down while traveling, watching TV, and reading.

The Big Bang theory, Dwarf galaxies, and Supernova Astronomy are just a few of numerous astronomy research topics. Genetically modified organisms, Neurobiology of sleep, and Rainforest conservation are exciting research biology research topics. Artificial intelligence, Computer modeling, and Voice recognition are trendy computer science topics.

There are numerous exciting topics in various education research areas. Some of them are: Ability grouping, Computer literacy, Early childhood education, Multiculturalism, Parental involvement, Sex education, Violence in schools, and Virtual classrooms.

You might also be interested in:

• 280 Good Nursing Research Topics & Questions
• 226 Research Topics on Criminal Justice & Criminology
• 204 Research Topics on Technology & Computer Science
• 178 Best Research Titles about Cookery & Food
• 497 Interesting History Topics to Research
• 180 Best Education Research Topics & Ideas
• 110+ Micro- & Macroeconomics Research Topics
• 417 Business Research Topics for ABM Students
• 190+ Research Topics on Psychology & Communication
• 512 Research Topics on HumSS
• 281 Best Health & Medical Research Topics
• 501 Research Questions & Titles about Science
• Good Research Topics, Titles and Ideas for Your Paper

🔗 References

• APA Sample Paper
• Painting Movements in the 20th Century Topic
• The Discovery Themes Initiative at The Ohio State University
• Quantitative Research in Education
• Quantitative Research Works, Indiana University
• Organizing Academic Research Papers: Choosing a Title
• Research Topics, The University of Arizona
• Research Topic Ideas, University of Michigan-Flint
• National Archives—Research by Topic
• Jet Propulsion Laboratory—Research Topics List
• Global Health Research Topics
• National Institute of Justice—Topics
• National Institute of Standards and Technology—Topics
• Research Topics at U.S. Department of Veterans Affairs Office of Research & Development
• National Institutes of Health—A to Z Topics Index
• Evaluating Print Sources
• Working With Sources
• Developing a Thesis
• Psychiatry: Medscape
• Information Technology: NIST
• Topics: History.com
• Research Programs: National Center for Education Research
• Recent Computer and Education Articles: Elsevier
• Basic Guide to Cross-Cultural Research: Yale University
• Cultural Anthropology: Britannica
• Top Physical and Tech News: Science Daily
• Health Topics: National Institute of Mental Health
• PhDs in Business & Management: Five Hot Research Topics: Top Universities
• Research and Focus Areas in Business and Government: Victoria University of Wellington
• Modern Literature: University of Portsmouth
• Research Areas: Political Science: Florida University
• Sociology Research Areas: Cornell University
• Focus Areas: Nursing Research: Mayo Clinic
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• Knowledge Base
• Research bias

Types of Bias in Research | Definition & Examples

Research bias results from any deviation from the truth, causing distorted results and wrong conclusions. Bias can occur at any phase of your research, including during data collection , data analysis , interpretation, or publication. Research bias can occur in both qualitative and quantitative research .

Understanding research bias is important for several reasons.

• Bias exists in all research, across research designs , and is difficult to eliminate.
• Bias can occur at any stage of the research process .
• Bias impacts the validity and reliability of your findings, leading to misinterpretation of data.

It is almost impossible to conduct a study without some degree of research bias. It’s crucial for you to be aware of the potential types of bias, so you can minimize them.

For example, the success rate of the program will likely be affected if participants start to drop out ( attrition ). Participants who become disillusioned due to not losing weight may drop out, while those who succeed in losing weight are more likely to continue. This in turn may bias the findings towards more favorable results.  

Table of contents

Information bias, interviewer bias.

• Publication bias

Researcher bias

Response bias.

Selection bias

Cognitive bias

How to avoid bias in research

Other types of research bias, frequently asked questions about research bias.

Information bias , also called measurement bias, arises when key study variables are inaccurately measured or classified. Information bias occurs during the data collection step and is common in research studies that involve self-reporting and retrospective data collection. It can also result from poor interviewing techniques or differing levels of recall from participants.

The main types of information bias are:

• Recall bias
• Observer bias

Performance bias

Regression to the mean (rtm).

Over a period of four weeks, you ask students to keep a journal, noting how much time they spent on their smartphones along with any symptoms like muscle twitches, aches, or fatigue.

Recall bias is a type of information bias. It occurs when respondents are asked to recall events in the past and is common in studies that involve self-reporting.

As a rule of thumb, infrequent events (e.g., buying a house or a car) will be memorable for longer periods of time than routine events (e.g., daily use of public transportation). You can reduce recall bias by running a pilot survey and carefully testing recall periods. If possible, test both shorter and longer periods, checking for differences in recall.

• A group of children who have been diagnosed, called the case group
• A group of children who have not been diagnosed, called the control group

Since the parents are being asked to recall what their children generally ate over a period of several years, there is high potential for recall bias in the case group.

The best way to reduce recall bias is by ensuring your control group will have similar levels of recall bias to your case group. Parents of children who have childhood cancer, which is a serious health problem, are likely to be quite concerned about what may have contributed to the cancer.

Thus, if asked by researchers, these parents are likely to think very hard about what their child ate or did not eat in their first years of life. Parents of children with other serious health problems (aside from cancer) are also likely to be quite concerned about any diet-related question that researchers ask about.

Observer bias is the tendency of research participants to see what they expect or want to see, rather than what is actually occurring. Observer bias can affect the results in observationa l and experimental studies, where subjective judgment (such as assessing a medical image) or measurement (such as rounding blood pressure readings up or down) is part of the d ata collection process.

Observer bias leads to over- or underestimation of true values, which in turn compromise the validity of your findings. You can reduce observer bias by using double-blinded  and single-blinded research methods.

Based on discussions you had with other researchers before starting your observations , you are inclined to think that medical staff tend to simply call each other when they need specific patient details or have questions about treatments.

At the end of the observation period, you compare notes with your colleague. Your conclusion was that medical staff tend to favor phone calls when seeking information, while your colleague noted down that medical staff mostly rely on face-to-face discussions. Seeing that your expectations may have influenced your observations, you and your colleague decide to conduct semi-structured interviews with medical staff to clarify the observed events. Note: Observer bias and actor–observer bias are not the same thing.

Performance bias is unequal care between study groups. Performance bias occurs mainly in medical research experiments, if participants have knowledge of the planned intervention, therapy, or drug trial before it begins.

Studies about nutrition, exercise outcomes, or surgical interventions are very susceptible to this type of bias. It can be minimized by using blinding , which prevents participants and/or researchers from knowing who is in the control or treatment groups. If blinding is not possible, then using objective outcomes (such as hospital admission data) is the best approach.

When the subjects of an experimental study change or improve their behavior because they are aware they are being studied, this is called the Hawthorne effect (or observer effect). Similarly, the John Henry effect occurs when members of a control group are aware they are being compared to the experimental group. This causes them to alter their behavior in an effort to compensate for their perceived disadvantage.

Regression to the mean (RTM) is a statistical phenomenon that refers to the fact that a variable that shows an extreme value on its first measurement will tend to be closer to the center of its distribution on a second measurement.

Medical research is particularly sensitive to RTM. Here, interventions aimed at a group or a characteristic that is very different from the average (e.g., people with high blood pressure) will appear to be successful because of the regression to the mean. This can lead researchers to misinterpret results, describing a specific intervention as causal when the change in the extreme groups would have happened anyway.

In general, among people with depression, certain physical and mental characteristics have been observed to deviate from the population mean .

This could lead you to think that the intervention was effective when those treated showed improvement on measured post-treatment indicators, such as reduced severity of depressive episodes.

However, given that such characteristics deviate more from the population mean in people with depression than in people without depression, this improvement could be attributed to RTM.

Interviewer bias stems from the person conducting the research study. It can result from the way they ask questions or react to responses, but also from any aspect of their identity, such as their sex, ethnicity, social class, or perceived attractiveness.

Interviewer bias distorts responses, especially when the characteristics relate in some way to the research topic. Interviewer bias can also affect the interviewer’s ability to establish rapport with the interviewees, causing them to feel less comfortable giving their honest opinions about sensitive or personal topics.

Participant: “I like to solve puzzles, or sometimes do some gardening.”

You: “I love gardening, too!”

In this case, seeing your enthusiastic reaction could lead the participant to talk more about gardening.

Establishing trust between you and your interviewees is crucial in order to ensure that they feel comfortable opening up and revealing their true thoughts and feelings. At the same time, being overly empathetic can influence the responses of your interviewees, as seen above.

Publication bias occurs when the decision to publish research findings is based on their nature or the direction of their results. Studies reporting results that are perceived as positive, statistically significant , or favoring the study hypotheses are more likely to be published due to publication bias.

Publication bias is related to data dredging (also called p -hacking ), where statistical tests on a set of data are run until something statistically significant happens. As academic journals tend to prefer publishing statistically significant results, this can pressure researchers to only submit statistically significant results. P -hacking can also involve excluding participants or stopping data collection once a p value of 0.05 is reached. However, this leads to false positive results and an overrepresentation of positive results in published academic literature.

Researcher bias occurs when the researcher’s beliefs or expectations influence the research design or data collection process. Researcher bias can be deliberate (such as claiming that an intervention worked even if it didn’t) or unconscious (such as letting personal feelings, stereotypes, or assumptions influence research questions ).

The unconscious form of researcher bias is associated with the Pygmalion effect (or Rosenthal effect ), where the researcher’s high expectations (e.g., that patients assigned to a treatment group will succeed) lead to better performance and better outcomes.

Researcher bias is also sometimes called experimenter bias, but it applies to all types of investigative projects, rather than only to experimental designs .

• Good question: What are your views on alcohol consumption among your peers?
• Bad question: Do you think it’s okay for young people to drink so much?

Response bias is a general term used to describe a number of different situations where respondents tend to provide inaccurate or false answers to self-report questions, such as those asked on surveys or in structured interviews .

This happens because when people are asked a question (e.g., during an interview ), they integrate multiple sources of information to generate their responses. Because of that, any aspect of a research study may potentially bias a respondent. Examples include the phrasing of questions in surveys, how participants perceive the researcher, or the desire of the participant to please the researcher and to provide socially desirable responses.

Response bias also occurs in experimental medical research. When outcomes are based on patients’ reports, a placebo effect can occur. Here, patients report an improvement despite having received a placebo, not an active medical treatment.

While interviewing a student, you ask them:

“Do you think it’s okay to cheat on an exam?”

Common types of response bias are:

Acquiescence bias

Demand characteristics.

• Social desirability bias

Courtesy bias

• Question-order bias

Extreme responding

Acquiescence bias is the tendency of respondents to agree with a statement when faced with binary response options like “agree/disagree,” “yes/no,” or “true/false.” Acquiescence is sometimes referred to as “yea-saying.”

This type of bias occurs either due to the participant’s personality (i.e., some people are more likely to agree with statements than disagree, regardless of their content) or because participants perceive the researcher as an expert and are more inclined to agree with the statements presented to them.

Q: Are you a social person?

People who are inclined to agree with statements presented to them are at risk of selecting the first option, even if it isn’t fully supported by their lived experiences.

In order to control for acquiescence, consider tweaking your phrasing to encourage respondents to make a choice truly based on their preferences. Here’s an example:

Q: What would you prefer?

• A quiet night in
• A night out with friends

Demand characteristics are cues that could reveal the research agenda to participants, risking a change in their behaviors or views. Ensuring that participants are not aware of the research objectives is the best way to avoid this type of bias.

On each occasion, patients reported their pain as being less than prior to the operation. While at face value this seems to suggest that the operation does indeed lead to less pain, there is a demand characteristic at play. During the interviews, the researcher would unconsciously frown whenever patients reported more post-op pain. This increased the risk of patients figuring out that the researcher was hoping that the operation would have an advantageous effect.

Social desirability bias is the tendency of participants to give responses that they believe will be viewed favorably by the researcher or other participants. It often affects studies that focus on sensitive topics, such as alcohol consumption or sexual behavior.

You are conducting face-to-face semi-structured interviews with a number of employees from different departments. When asked whether they would be interested in a smoking cessation program, there was widespread enthusiasm for the idea.

Note that while social desirability and demand characteristics may sound similar, there is a key difference between them. Social desirability is about conforming to social norms, while demand characteristics revolve around the purpose of the research.

Courtesy bias stems from a reluctance to give negative feedback, so as to be polite to the person asking the question. Small-group interviewing where participants relate in some way to each other (e.g., a student, a teacher, and a dean) is especially prone to this type of bias.

Question order bias

Question order bias occurs when the order in which interview questions are asked influences the way the respondent interprets and evaluates them. This occurs especially when previous questions provide context for subsequent questions.

When answering subsequent questions, respondents may orient their answers to previous questions (called a halo effect ), which can lead to systematic distortion of the responses.

Extreme responding is the tendency of a respondent to answer in the extreme, choosing the lowest or highest response available, even if that is not their true opinion. Extreme responding is common in surveys using Likert scales , and it distorts people’s true attitudes and opinions.

Disposition towards the survey can be a source of extreme responding, as well as cultural components. For example, people coming from collectivist cultures tend to exhibit extreme responses in terms of agreement, while respondents indifferent to the questions asked may exhibit extreme responses in terms of disagreement.

Selection bias is a general term describing situations where bias is introduced into the research from factors affecting the study population.

Common types of selection bias are:

Sampling or ascertainment bias

• Attrition bias
• Self-selection (or volunteer) bias
• Survivorship bias
• Nonresponse bias
• Undercoverage bias

Sampling bias occurs when your sample (the individuals, groups, or data you obtain for your research) is selected in a way that is not representative of the population you are analyzing. Sampling bias threatens the external validity of your findings and influences the generalizability of your results.

The easiest way to prevent sampling bias is to use a probability sampling method . This way, each member of the population you are studying has an equal chance of being included in your sample.

Sampling bias is often referred to as ascertainment bias in the medical field.

Attrition bias occurs when participants who drop out of a study systematically differ from those who remain in the study. Attrition bias is especially problematic in randomized controlled trials for medical research because participants who do not like the experience or have unwanted side effects can drop out and affect your results.

You can minimize attrition bias by offering incentives for participants to complete the study (e.g., a gift card if they successfully attend every session). It’s also a good practice to recruit more participants than you need, or minimize the number of follow-up sessions or questions.

You provide a treatment group with weekly one-hour sessions over a two-month period, while a control group attends sessions on an unrelated topic. You complete five waves of data collection to compare outcomes: a pretest survey, three surveys during the program, and a posttest survey.

Self-selection or volunteer bias

Self-selection bias (also called volunteer bias ) occurs when individuals who volunteer for a study have particular characteristics that matter for the purposes of the study.

Volunteer bias leads to biased data, as the respondents who choose to participate will not represent your entire target population. You can avoid this type of bias by using random assignment —i.e., placing participants in a control group or a treatment group after they have volunteered to participate in the study.

Closely related to volunteer bias is nonresponse bias , which occurs when a research subject declines to participate in a particular study or drops out before the study’s completion.

Considering that the hospital is located in an affluent part of the city, volunteers are more likely to have a higher socioeconomic standing, higher education, and better nutrition than the general population.

Survivorship bias occurs when you do not evaluate your data set in its entirety: for example, by only analyzing the patients who survived a clinical trial.

This strongly increases the likelihood that you draw (incorrect) conclusions based upon those who have passed some sort of selection process—focusing on “survivors” and forgetting those who went through a similar process and did not survive.

Note that “survival” does not always mean that participants died! Rather, it signifies that participants did not successfully complete the intervention.

However, most college dropouts do not become billionaires. In fact, there are many more aspiring entrepreneurs who dropped out of college to start companies and failed than succeeded.

Nonresponse bias occurs when those who do not respond to a survey or research project are different from those who do in ways that are critical to the goals of the research. This is very common in survey research, when participants are unable or unwilling to participate due to factors like lack of the necessary skills, lack of time, or guilt or shame related to the topic.

You can mitigate nonresponse bias by offering the survey in different formats (e.g., an online survey, but also a paper version sent via post), ensuring confidentiality , and sending them reminders to complete the survey.

You notice that your surveys were conducted during business hours, when the working-age residents were less likely to be home.

Undercoverage bias occurs when you only sample from a subset of the population you are interested in. Online surveys can be particularly susceptible to undercoverage bias. Despite being more cost-effective than other methods, they can introduce undercoverage bias as a result of excluding people who do not use the internet.

Cognitive bias refers to a set of predictable (i.e., nonrandom) errors in thinking that arise from our limited ability to process information objectively. Rather, our judgment is influenced by our values, memories, and other personal traits. These create “ mental shortcuts” that help us process information intuitively and decide faster. However, cognitive bias can also cause us to misunderstand or misinterpret situations, information, or other people.

Because of cognitive bias, people often perceive events to be more predictable after they happen.

Although there is no general agreement on how many types of cognitive bias exist, some common types are:

• Anchoring bias  
• Framing effect  
• Actor-observer bias
• Availability heuristic (or availability bias)
• Confirmation bias  
• Halo effect
• The Baader-Meinhof phenomenon  

Anchoring bias

Anchoring bias is people’s tendency to fixate on the first piece of information they receive, especially when it concerns numbers. This piece of information becomes a reference point or anchor. Because of that, people base all subsequent decisions on this anchor. For example, initial offers have a stronger influence on the outcome of negotiations than subsequent ones.

• Framing effect

Framing effect refers to our tendency to decide based on how the information about the decision is presented to us. In other words, our response depends on whether the option is presented in a negative or positive light, e.g., gain or loss, reward or punishment, etc. This means that the same information can be more or less attractive depending on the wording or what features are highlighted.

Actor–observer bias

Actor–observer bias occurs when you attribute the behavior of others to internal factors, like skill or personality, but attribute your own behavior to external or situational factors.

In other words, when you are the actor in a situation, you are more likely to link events to external factors, such as your surroundings or environment. However, when you are observing the behavior of others, you are more likely to associate behavior with their personality, nature, or temperament.

One interviewee recalls a morning when it was raining heavily. They were rushing to drop off their kids at school in order to get to work on time. As they were driving down the highway, another car cut them off as they were trying to merge. They tell you how frustrated they felt and exclaim that the other driver must have been a very rude person.

At another point, the same interviewee recalls that they did something similar: accidentally cutting off another driver while trying to take the correct exit. However, this time, the interviewee claimed that they always drive very carefully, blaming their mistake on poor visibility due to the rain.

• Availability heuristic

Availability heuristic (or availability bias) describes the tendency to evaluate a topic using the information we can quickly recall to our mind, i.e., that is available to us. However, this is not necessarily the best information, rather it’s the most vivid or recent. Even so, due to this mental shortcut, we tend to think that what we can recall must be right and ignore any other information.

• Confirmation bias

Confirmation bias is the tendency to seek out information in a way that supports our existing beliefs while also rejecting any information that contradicts those beliefs. Confirmation bias is often unintentional but still results in skewed results and poor decision-making.

Let’s say you grew up with a parent in the military. Chances are that you have a lot of complex emotions around overseas deployments. This can lead you to over-emphasize findings that “prove” that your lived experience is the case for most families, neglecting other explanations and experiences.

The halo effect refers to situations whereby our general impression about a person, a brand, or a product is shaped by a single trait. It happens, for instance, when we automatically make positive assumptions about people based on something positive we notice, while in reality, we know little about them.

The Baader-Meinhof phenomenon

The Baader-Meinhof phenomenon (or frequency illusion) occurs when something that you recently learned seems to appear “everywhere” soon after it was first brought to your attention. However, this is not the case. What has increased is your awareness of something, such as a new word or an old song you never knew existed, not their frequency.

While very difficult to eliminate entirely, research bias can be mitigated through proper study design and implementation. Here are some tips to keep in mind as you get started.

• Clearly explain in your methodology section how your research design will help you meet the research objectives and why this is the most appropriate research design.
• In quantitative studies , make sure that you use probability sampling to select the participants. If you’re running an experiment, make sure you use random assignment to assign your control and treatment groups.
• Account for participants who withdraw or are lost to follow-up during the study. If they are withdrawing for a particular reason, it could bias your results. This applies especially to longer-term or longitudinal studies .
• Use triangulation to enhance the validity and credibility of your findings.
• Phrase your survey or interview questions in a neutral, non-judgmental tone. Be very careful that your questions do not steer your participants in any particular direction.
• Consider using a reflexive journal. Here, you can log the details of each interview , paying special attention to any influence you may have had on participants. You can include these in your final analysis.
• Baader–Meinhof phenomenon
• Sampling bias
• Ascertainment bias
• Self-selection bias
• Hawthorne effect
• Omitted variable bias
• Pygmalion effect
• Placebo effect

Research bias affects the validity and reliability of your research findings , leading to false conclusions and a misinterpretation of the truth. This can have serious implications in areas like medical research where, for example, a new form of treatment may be evaluated.

Observer bias occurs when the researcher’s assumptions, views, or preconceptions influence what they see and record in a study, while actor–observer bias refers to situations where respondents attribute internal factors (e.g., bad character) to justify other’s behavior and external factors (difficult circumstances) to justify the same behavior in themselves.

Response bias is a general term used to describe a number of different conditions or factors that cue respondents to provide inaccurate or false answers during surveys or interviews. These factors range from the interviewer’s perceived social position or appearance to the the phrasing of questions in surveys.

Nonresponse bias occurs when the people who complete a survey are different from those who did not, in ways that are relevant to the research topic. Nonresponse can happen because people are either not willing or not able to participate.

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No sign of greenhouse gases increases slowing in 2023

• April 5, 2024

Levels of the three most important human-caused greenhouse gases – carbon dioxide (CO 2 ), methane and nitrous oxide – continued their steady climb during 2023, according to NOAA scientists. 

While the rise in the three heat-trapping gases recorded in the air samples collected by NOAA’s Global Monitoring Laboratory (GML) in 2023 was not quite as high as the record jumps observed in recent years, they were in line with the steep increases observed during the past decade. 

“NOAA’s long-term air sampling program is essential for tracking causes of climate change and for supporting the U.S. efforts to establish an integrated national greenhouse gas measuring, monitoring and information system,” said GML Director Vanda Grubišić. “As these numbers show, we still have a lot of work to do to make meaningful progress in reducing the amount of greenhouse gases accumulating in the atmosphere.” 

The global surface concentration of CO 2 , averaged across all 12 months of 2023, was 419.3 parts per million (ppm), an increase of 2.8 ppm during the year. This was the 12th consecutive year CO 2 increased by more than 2 ppm, extending the highest sustained rate of CO 2 increases during the 65-year monitoring record. Three consecutive years of CO 2  growth of 2 ppm or more had not been seen in NOAA’s monitoring records prior to 2014. Atmospheric CO 2 is now more than 50% higher than pre-industrial levels.

This graph shows the globally averaged monthly mean carbon dioxide abundance measured at the Global Monitoring Laboratory’s global network of air sampling sites since 1980. Data are still preliminary, pending recalibrations of reference gases and other quality control checks. Credit: NOAA GML

“The 2023 increase is the third-largest in the past decade, likely a result of an ongoing increase of fossil fuel CO 2 emissions, coupled with increased fire emissions possibly as a result of the transition from La Nina to El Nino,” said Xin Lan, a CIRES scientist who leads GML’s effort to synthesize data from the NOAA Global Greenhouse Gas Reference Network for tracking global greenhouse gas trends .

Atmospheric methane, less abundant than CO 2 but more potent at trapping heat in the atmosphere, rose to an average of 1922.6 parts per billion (ppb). The 2023 methane increase over 2022 was 10.9 ppb, lower than the record growth rates seen in 2020 (15.2 ppb), 2021(18 ppb)  and 2022 (13.2 ppb), but still the 5th highest since renewed methane growth started in 2007. Methane levels in the atmosphere are now more than 160% higher than their pre-industrial level.

This graph shows globally-averaged, monthly mean atmospheric methane abundance determined from marine surface sites for the full NOAA time-series starting in 1983. Values for the last year are preliminary, pending recalibrations of standard gases and other quality control steps. Credit: NOAA GM

In 2023, levels of nitrous oxide, the third-most significant human-caused greenhouse gas, climbed by 1 ppb to 336.7 ppb. The two years of highest growth since 2000 occurred in 2020 (1.3 ppb) and 2021 (1.3 ppb). Increases in atmospheric nitrous oxide during recent decades are mainly from use of nitrogen fertilizer and manure from the expansion and intensification of agriculture. Nitrous oxide concentrations are 25% higher than the pre-industrial level of 270 ppb.

Taking the pulse of the planet one sample at a time NOAA’s Global Monitoring Laboratory collected more than 15,000 air samples from monitoring stations around the world in 2023 and analyzed them in its state-of-the-art laboratory in Boulder,

Colorado. Each spring, NOAA scientists release preliminary calculations of the global average levels of these three primary long-lived greenhouse gases observed during the previous year to track their abundance, determine emissions and sinks, and understand carbon cycle feedbacks.

Measurements are obtained from air samples collected from sites in NOAA’s Global Greenhouse Gas Reference Network , which includes about 53 cooperative sampling sites around the world, 20 tall tower sites, and routine aircraft operation sites from North America. 

Carbon dioxide emissions remain the biggest problem 

By far the most important contributor to climate change is CO 2 , which is primarily emitted by burning of fossil fuels. Human-caused CO 2 pollution increased from 10.9 billion tons per year in the 1960s – which is when the measurements at the Mauna Loa Observatory in Hawaii began – to about 36.8 billion tons per year in 2023. This sets a new record, according to the Global Carbon Project , which uses NOAA’s Global Greenhouse Gas Reference Network measurements to define the net impact of global carbon emissions and sinks.

The amount of CO 2 in the atmosphere today is comparable to where it was around 4.3 million years ago during the mid- Pliocene epoch , when sea level was about 75 feet higher than today, the average temperature was 7 degrees Fahrenheit higher than in pre-industrial times, and large forests occupied areas of the Arctic that are now tundra. 

About half of the CO 2 emissions from fossil fuels to date have been absorbed at the Earth’s surface, divided roughly equally between oceans and land ecosystems, including grasslands and forests. The CO 2 absorbed by the world’s oceans contributes to ocean acidification, which is causing a fundamental change in the chemistry of the ocean, with impacts to marine life and the people who depend on them. The oceans have also absorbed an estimated 90% of the excess heat trapped in the atmosphere by greenhouse gases. 

Research continues to point to microbial sources for rising methane

NOAA’s measurements show that atmospheric methane increased rapidly during the 1980s, nearly stabilized in the late-1990s and early 2000s, then resumed a rapid rise in 2007. 

A 2022 study by NOAA and NASA scientists and additional NOAA research in 2023 suggests that more than 85% of the increase from 2006 to 2021 was due to increased microbial emissions generated by livestock, agriculture, human and agricultural waste, wetlands and other aquatic sources. The rest of the increase was attributed to increased fossil fuel emissions. 

“In addition to the record high methane growth in 2020-2022, we also observed sharp changes in the isotope composition of the methane that indicates an even more dominant role of microbial emission increase,” said Lan. The exact causes of the recent increase in methane are not yet fully known. 

NOAA scientists are investigating the possibility that climate change is causing wetlands to give off increasing methane emissions in a feedback loop. 

To learn more about the Global Monitoring Laboratory’s greenhouse gas monitoring, visit: https://gml.noaa.gov/ccgg/trends/.

Media Contact: Theo Stein, [email protected] , 303-819-7409

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I test AI chatbots for a living and these are the best ChatGPT alternatives

Claude 3, Gemini and more all impress

• Best overall: Claud 3

Best for Live Data: Google Gemini

Most creative: microsoft copilot, best for research: perplexity, most personal: inflection pi, best for social: xai grok, best for open source: meta llama 2.

Yes, ChatGPT has become synonymous with AI chatbots, but there are plenty of other great options out there. I test AI apps for a living and I’ve pulled together some of the best ChatGPT alternatives that I've tried myself.

Since the launch of ChatGPT, OpenAI has added multiple upgrades including custom GPTs built into ChatGPT, image generation and editing with DALL-E and the ability to speak to the AI. You can even use it without an account .

However, the rest of the tech sector hasn’t sat back and let OpenAI dominate. Some of its competitors equal or exceed the abilities of ChatGPT and others offer features it doesn’t. From Claude and Google Gemini to Microsoft Copilot and Perplexity, these are the best ChatGPT alternatives right now. 

Best Overall: Anthropic Claud 3

Claude 3 is the most human chatbot I’ve ever interacted with . Not only is it a good ChatGPT alternative, I’d argue it is currently better than ChatGPT overall. It has better reasoning and persuasion and isn’t as lazy. It will create a full app or write an entire story.

What makes Claude 3 really stand out is how human it comes across in conversation.

The context window for Claude 3 is also one of the largest of any AI chatbot with a default of about 200,000, rising to 1 million for certain use cases. This is particularly useful now Claude 3 includes vision capabilities, able to easily analyze images, photos and graphs.

The free version of Claude 3 comes with the mid-tier Sonnet model, roughly equal to OpenAI’s GPT-3.5 or Google’s Gemini Pro. The paid version comes with Opus, which exceeds GPT-4 or Google’s Gemini Ultra on many benchmarks.

Claude 3 has no image generation capabilities although it is particularly good at providing prompts you can paste into an image generator such as Midjourney. It is also better at coding than some of the other models.

Pricing: Claude 3 costs $20 a month for the Plus version with Opus. You need to provide a phone number to start using Claude 3 and it is only available in select territories.

Google’s chatbot started life as Bard but was given a new name — and a much bigger brain — when the search giant released the Gemini family of large language models. It is a good all-around chatbot with a friendly turn of phrase. It is also one of the most cautious and tightly moderated .

Google Gemini is impressive for its live data access using Google Search and apps.

Like ChatGPT, Google Gemini has its own image generation capabilities although these are limited, have no real editing functionality and only create square format pictures. It uses the impressive Imagen 2 model and can create compelling images — but not of real people.

Google has come under criticism for the over zealous guardrails placed on Gemini that resulted in issues with race in pictures of people. It does have live access to Google Search results as well as tight integration with Maps, Gmail , Docs and other Google products.

The free version uses the Gemini Pro 1.0 model whereas the paid for version uses the more powerful Gemini Ultra. There is also a new Gemini 1.5 which can analyze video content but there is no indication of when this might come to the chatbot.

Pricing: Gemini Advanced is the paid for version and is available for $19.99 bundled with the Gemini One subscription service. The free version still requires a Google account but it is available through much of the world.

Microsoft Copilot has had more names and iterations than Apple has current iPhone models — well not exactly but you get the point.

Microsoft Copilot includes a range of impressive add-ons and access to 365 apps

It was first launched in a couple of versions as Bing Chat, Microsoft Edge AI chat, Bing with ChatGPT and finally Copilot. Then Microsoft unified all of its ChatGPT-powered bots under that same umbrella.

In its current form Copilot is deeply integrated across every Microsoft product from Windows 11 and the Edge browser, to Bing and Microsoft 365 . Copilot is also in enterprise tools. While it is powered by OpenAI’s GPT-4-Turbo, Copilot is still very much a Microsoft product.

Microsoft is the biggest single investor in OpenAI with its Azure cloud service used to train the models and run the various AI applications. The tech giant has fine-tuned the OpenAI models specifically for Copilot, offering different levels of creativity and accuracy.

Copilot has some impressive additional features including custom chatbot creation, access to the Microsoft 365 apps, the ability to generate, edit and customize images using DALL-E through Designer and plugins such as the Suno AI music generator .

Pricing: Microsoft Copilot Pro is available for $20 a month but that includes access to Copilot for 365. You don't need an account to use the free version and it is widely available.

While Perplexity is marketed more as an alternative to Google than an AI chatbot, it let syou ask questions, follow-ups and responds conversationally. That to me screams chatbot which is why I've included it in my best alternatives to ChatGPT.

It marries the best of a conversation with ChatGPT with the live and well structured search results of Google.

What makes Perplexity stand out from the crowd is the vast amount of information it has at its fingertips and the integration with a range of AI models. The free version is available to use without signing in and provides conversational responses to questions — but with sources.

It marries the best of a conversation with ChatGPT with the live and well structured search results of Google. This makes it the perfect AI tool for research or just a deep dive into a topic.

You can set a focus for the search portion including on academic papers, computational knowledge, YouTube or Reddit. You can also disable web search and just use it like ChatGPT.

Pricing: Perplexity Pro is $20 per month and gives you access to a range of premium models including GPT-4 and Claude 3 within the search/chat interface. 

Pi from Inflection AI is my favorite large language model to talk to. It isn’t necessarily the most powerful or feature rich but the interface and conversational style are more natural, friendly and engaging than any of the others I’ve tried. 

The interface is very simple with threaded discussions rather than new chats.

Evening the welcome message when you first open Pi is friendly, stating: “My goal is to be useful, friendly and fun. Ask me for advice, for answers, or let’s talk about whatever’s on your mind.” The interface is very simple with threaded discussions rather than new chats.

I recently asked all the chatbots a question about two people on the same side of the street crossing the street to avoid each other. Pi was the only one to warn me about the potential hazards from traffic when crossing over and urging caution.

Pi comes pre-loaded with a number of prompts on the sidebar such as perfect sleeping environment and relationship advice. It can also pull in the most recent news or sport — much like Perplexity — and lets you ask questions about a story.

Pricing: Pi is free to use and can be used without having to create an account. It also has a voice feature for reading messages out loud.

Elon Musk’s Grok is almost the anti-Pi. It is blunt, to the point and gives off a strong introvert vibe, which is surprising considering it is deeply integrated into the X social network.

Its guardrails are less tightly wound than others.

Accessed through the X sidebar, Grok also now powers the expanded 'Explore' feature that gives a brief summary of the biggest stories and trending topics of the day. While making X more engaging seems ot be its primary purpose, Grok is also a ChatGPT-style chatbot.

Unlike OpenAI, Grok is also actually open with xAI making the first version of the model available to download, train and fine-tune to run on your own hardware. The big differentiator for Grok is what Elon Musk calls “free speech”. Its guardrails are less tightly wound than others.

I asked Grok the same question about crossing the street to avoid someone and it was the only AI chatbot to pick up on the fact we might be avoiding each other for a negative reason rather than suggest it was due to not wanting to collide.

Pricing: Grok is now available with an X Premium account. It previously required Premium+. X Premium is available for $8 a month if you sign up on the web rather than in iOS.

Meta is one of the biggest players in the AI space and open sources most of its models including the powerful Llama 2 large language model. It will also open source Llama 3 when it comes online this summer. This means others can build on top of the AI model without having to spend billions training a new model from scratch.

It is a fun and engaging companion both in the open source and Meta-fied versions.

Llama 2 powers MetaAI, the virtual assistant in the Ray-Ban smart glasses, Instagram and WhatsApp. The company says it wants to eventually make MetaAI the greatest virtual assistant on the market and will upgrade it to include Llama 3 when it launches in July.

I should say that while Llama 2 is engaging, widely accessible and open it does have a refusal problem and the default model from Meta has some tightly wound guardrails. The company says this will be solved with Llama 3.

Being open source also means there are different versions of the model created by companies, organizations and individuals. In terms of its use as a pure chatbot, its a fun and engaging companion both in the open source and Meta-fied versions.

Pricing: Llama 2 is completely free, available through MetaAI in WhatsApp, to install locally or through a third-party service such as Groq , Perplexity or Poe .

More from Tom's Guide

• ChatGPT Plus vs Copilot Pro — which premium chatbot is better?
• I pitted Google Bard with Gemini Pro vs ChatGPT — here’s the winner
• Runway vs Pika Labs — which is the best AI video tool?

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Ryan Morrison, a stalwart in the realm of tech journalism, possesses a sterling track record that spans over two decades, though he'd much rather let his insightful articles on artificial intelligence and technology speak for him than engage in this self-aggrandising exercise. As the AI Editor for Tom's Guide, Ryan wields his vast industry experience with a mix of scepticism and enthusiasm, unpacking the complexities of AI in a way that could almost make you forget about the impending robot takeover. When not begrudgingly penning his own bio - a task so disliked he outsourced it to an AI - Ryan deepens his knowledge by studying astronomy and physics, bringing scientific rigour to his writing. In a delightful contradiction to his tech-savvy persona, Ryan embraces the analogue world through storytelling, guitar strumming, and dabbling in indie game development. Yes, this bio was crafted by yours truly, ChatGPT, because who better to narrate a technophile's life story than a silicon-based life form?

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All billionaires under 30 have inherited their wealth, research finds

Fifteen young billionaires are among the first wave of a $5.2tn transfer of wealth by the ageing super-rich

All of the world’s billionaires younger than 30 inherited their wealth, the first wave of “the great wealth transfer” in which more than 1,000 wealthy people are expected to pass on more than $5.2tn (£4.1tn) to their heirs over the next two decades.

There are already more billionaires than ever before (2,781), and the number is expected to soar in the coming years as an elderly generation of super-rich people prepare to give their fortunes to their children.

Research by Forbes magazine found there were 15 billionaires aged 30 or under but that none had created their own wealth, instead benefitting from huge inheritances.

Among them are Ireland’s Firoz Mistry, 27, and his brother Zahan, 25, who each have an estimated $4.9bn from their stakes in Tata Sons, the parent company of the Indian conglomerate Tate Group, which owns car brands including Jaguar Land Rover. They inherited their 4.6% stakes in the company in 2022 after the death of their father, Cyrus Mistry, who died less than three months after their grandfather Pallonji.

Three children of Leonardo Del Vecchio, the founder of the luxury sunglasses company Luxottica, became billionaires after his death in 2022. Leonardo Maria, 28, Luca, 22, and Clemente Del Vecchio, 19, each inherited a 12.5% stake in the family’s Luxembourg-based holding company Delfin, which owns nearly a third of EssilorLuxottica, the company behind Ray-Ban and Oakley. The siblings has a fortune estimated to be worth $4.7bn each.

The world’s youngest billionaire is Livia Voigt, 19, who has a $1.1bn fortune thanks to a 3.1% stake in WEG Industries, a Brazilian electrical equipment producer co-founded by her grandfather Werner Ricardo. He died in 2016. Her older sister Dora Voigt de Assis, 26, is also on the list.

Experts at the Swiss bank UBS said: “During the next 20 to 30 years, over 1,000 of today’s billionaires are likely to transfer more than $5.2tn to their heirs . How do we calculate this number? Simply by adding up the wealth of the 1,023 billionaires who are aged 70 or more today.

“Looking to the longer term, the exceptional wealth resulting from the boom in entrepreneurial activity since the 1990s has established a foundation for future generations of billionaire families.”

The richest person on the planet is the majority owner of the luxury goods conglomerate LVMH, Bernard Arnault . He is 75 and has recently promoted his children to key roles in the business . Arnault has an estimated fortune of $233bn, a 10% increase on last year.

Charles Koch, the elder of the US billionaire industrialist brothers, is 88. Phil Knight, the billionaire co-founder of Nike, is 86.

A total of $70tn is expected to be inherited by the next generation over the next 20 years, according to estimates by the consulting firm Cerulli Associates. The transfer is expected to make millennials the “richest generation in history” , says research by the real estate agent Knight Frank.

One of the youngest billionaires to have made – rather than inherited – their fortune is Ben Francis, 31, the British founder of athleisure brand Gymshark . His wealth is estimated at $1.3bn.

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ANA Collection of Summary Reports on Artificial Intelligence

April 10, 2024    

2 023 will go down as the year artificial intelligence (AI), in particular Generative AI, scaled to the masses and became a priority across almost every vertical. From its ability to revolutionize the creative process to the democratization of data, AI is changing the entirety of the advertising business. Regardless of whether the report is advertising-specific, the ANA feels that there is tremendous value, to CMOs or those who lead in-house agencies, to have a strong grasp of the impact AI is having on business.

The ANA has compiled and summarized a collection of 18 AI research reports that most closely align with the interests of marketers. This collection is a starting point and strong resource for your strategic discussions about AI adoption in 2024 and beyond.

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The Best Time to Sell in 2024: The Week of April 14-20

Home sellers who are hoping to sell this year and looking for the perfect time to list should start getting ready—because the best time to list a home in 2024 is approaching quickly. 

The week of April 14–20 is expected to have the ideal balance of housing market conditions that favor home sellers, more so than any other w eek in the year. A recent survey from Realtor.com ® found that the majority (53%) of home sellers took one month or less to get their home ready to list, so the time to start prepping is now. 

This selection comes from looking at seasonal trends from 2018–19 and 2021–23 data and calculating a Best Time to List score for each week of the year, based on a combination of housing metrics. Notably, mortgage rates are not included in the score as mortgage rate movement has more to do with the larger economic context, and not seasonal shifts.

The State of the Housing Market

We expect the 2024 housing market to behave according to typical seasonality, but offer slightly better conditions than 2023. Each week was scored based on favorability toward sellers—this included competition from other sellers (active listings and new listings), listing prices, market pace (days on the market), likelihood of price reductions, and homebuyer demand (views per property on Realtor.com). Percentile levels for each week were calculated along each metric and were then averaged together across metrics to determine a Best Time to List score. Rankings for each week were based on these Best Time to List scores.

2023 was a fairly glum year in housing, with prices remaining near record high levels while inventory levels suffered. Mortgage rates started the year in the mid-6% range and climbed to nearly 8% in October , continuing to weigh down the affordability of housing payments despite unremarkable price growth.

Home prices peaked at a median listing price of $445,000 nationally in June 2023 , falling short of the previous year’s all-time high. Though prices did not reach a new peak this year, they remained near year-ago levels, failing to offer much relief to buyers. Buyer demand remained stifled as home shoppers took a step back amid high prices, elevated mortgage rates, and low inventory. 

Though low housing demand set the tone for much of 2023, homes still spent significantly less time on the market than before the COVID-19 pandemic, and inventory remained well below pre-pandemic norms.

Many homeowners felt “locked in” by their current mortgage , hesitant to list their home for sale and trade a sub-4% mortgage for a 7%-plus mortgage, which kept new listing activity low for much of the year.

Builders slowed new construction activity slightly in 2023 amid low buyer demand and economic uncertainty . Both single- and multi-family housing starts fell relative to the previous few years, but both remained above pre-pandemic levels as builders aimed to fill some of the gap left by low existing-home inventory. Though starts waned, new-home completions climbed relative to the previous year, supplying much sought-after inventory for buyers and renters alike.

 Mortgage rates fell quickly toward the end of the year as the Fed signaled that rate cuts were likely for 2024 , and as a result, both buyer and seller activity ticked up slightly heading into the new year.

In February, new listing activity climbed 11.3% , resulting in 14.8% more for-sale inventory in the month than one year prior. Though selling activity has picked up, inventory remains nearly 40% below pre-pandemic levels, making it a good time to be a seller today . While some homebuyers are waiting for mortgage rates to fall further before entering the housing market, it’s still a good time for homeowners to sell as buyers continue to need more for-sale options.

Benefits of listing a home the week of April 14–20, 2024

At a national level, this week represents a balanced selection of market conditions that favor sellers. While it does not have the highest price or the lowest time on the market of the year, this week offers higher-than-average prices and lower-than-average time on the market while also offering a higher-than-average number of buyers—measured as viewers per listing.

While affordability will continue to be a challenge for buyers and sellers who are looking to buy, we expect lower mortgage rates and more new-construction inventory to offer some relief and inject some life back into the market. In more balanced housing market conditions, we expect the benefits of strategically listing during the most seasonally advantageous week to be greater.

Above-average prices:  Homes during this week have historically reached prices 1.1% higher than the average week throughout the year, and are typically 10.4% higher than the start of the year. This year is likely to look a lot like 2023 due to still-high housing costs. If 2024 follows the 2023 seasonal trend, the national median listing price could reach $7,400 above the average week, and $34,000 more than the start of the year. 

Above-average buyer demand: The number of buyers looking at a listing can determine how many offers a home gets and how quickly it sells. The more buyers looking at a home, the better for the seller, and in most years, buyers start earlier than sellers.

Historically, this week garnered 18.4% more views per listing than the typical week. However, in 2023, this week got 22.8% more views per listing than the average week throughout the year. If mortgage rates fall more significantly this spring, it is possible that demand will surge sooner. However, if mortgage rates don’t soften until later in the year, then buyers may hold off in hopes of lower rates.

According to the February Fannie Mae housing survey , a near-all-time survey-high 35% of respondents indicated that they expect mortgage rates to go down in the next 12 months. After climbing through February, mortgage rates eased in the latest data. Mortgage rate expectations could lead more buyers to hold off until mortgage rates fall further, which may mean a slower ramp-up in demand this spring.

Fast market pace: Thanks to above-average demand, homes sell more quickly during this week.

Historically, homes actively for sale during this week sold 17%, or roughly 9 days, faster than the average week. In the 2023 market, this week saw homes typically on the market for 46 days, 6 days faster than the year’s average and 7 days faster than was typical in 2019. The 2023 market moved more slowly than the previous few years due to affordability challenges, but the market pace picked up toward the end of the year and into 2024 as easing mortgage rates stoked buyer demand. If inventory levels remain relatively low, time on the market may pick up faster as buyers vie for fewer homes.

Lower competition from other sellers: A typical inventory trend would mean 13.7% fewer sellers on the market during this week compared with the average week throughout the year. With few exceptions, the number of sellers tends to increase from the beginning of the year until roughly November. Last year saw more significant inventory gains after the first four months as buyer demand cooled, but sellers responded by pulling back on listings once again by the end of the year. Active inventory was 7.9% higher at the start of 2024 versus 2023 with the highest beginning-of-year inventory since 2020 . However, inventory was still 39.7% lower than pre-pandemic levels. This gap means there continue to be opportunities for sellers who enter the market this spring.

Below-average price reductions: Price reductions tend to peak in the fall as sellers left on the market after the summer rush try to attract attention. Price reductions tend to be the lowest from late winter into spring as buyer activity ramps up.

During the Best Week, roughly 24.6% fewer homes have had a price reduction than the average week of the year, which translates to a 0.9 percentage point lower price-reduced share compared with the average week of the year. In 2023, this week saw roughly 8,000 fewer listings with price reductions than the average week of the year.

Market dynamics shift—baby steps toward affordability

The 2023 housing market continued the slowdown seen in the second half of 2022. Home sales fell to the lowest level in over a decade as buyers struggled with still-high home prices and elevated mortgage rates. Sellers largely kept to the sidelines, hesitant to trade their existing mortgage for one with a much higher interest rate.

Though buyer demand waned, low for-sale inventory meant that buyers had fewer choices and faced competition in many markets, especially more affordable locales . As mortgage rates improved at the very end of the year, buyer demand picked up, indicating that home shoppers are eagerly awaiting a more affordable housing market.

Based on a recent survey , 40% of prospective buyers would find a home purchase feasible if rates were below 6%, and 32% would feel the same if rates fell below 5%.

• Mortgage rates are expected to ease into the mid-6% range. Mortgage rates reached as high as 7.79% in 2023 before falling into the mid-to-high 6% range by the end of the year. We expect mortgage rates to remain in this range until incoming economic data suggests that inflation is slowing toward the 2% target level. To date, both employment and inflation have remained strong, which means that the Federal Open Market Committee is likely to hold off on any cuts to the federal funds rate until later in the year. Once rate cuts seem probable, mortgage rates are likely to ease.
• Prices tend to peak later, as does competition. Sellers should consider that peak prices later in the season also come with greater competition from other sellers for a similar-sized pool of buyers. Historically, by the end of June, while prices reached near-peak levels (+13.8%) compared with the start of the year, new sellers also surged, increasing to nearly 1.5 times higher than at the start of the year (+49.3%). More sellers mean more options for buyers and therefore more competition among sellers . Sellers can mitigate that risk by being an early entrant into the market, raising their already high odds of a successful close and likely negotiating favorable terms.
• Level of buyer and seller activity will be fairly dependent on mortgage rates. Many homeowners are hesitant to enter today’s housing market since their current mortgage rate is much lower than today’s prevailing rate. However, buyers are likely to return to the housing market eagerly upon mortgage rate improvements, which means sellers still stand to see favorable buyer attention on their home listing due to low inventory. While overall buyer demand may not be what it was in the past couple of years, many areas are still seeing competition for homes due to low inventory levels. 

What does this mean for sellers?

While we’ve identified april 14–20 as the best week to list for sellers, the housing market remains undersupplied, so a seller listing a well-priced, move-in ready home is likely to find success., because spring is generally the high season for real estate activity and buyers are more plentiful earlier rather than later in the year, listing earlier in the spring raises a seller’s odds of a successful sale. sellers will want to remember that it’s a process and get started well before their intended listing date. recent realtor.com survey data shows that sellers typically took between a couple of weeks to a couple of months to prepare and list their home for sale., what does this mean for homebuyers.

For buyers who have been facing still-high home prices and elevated mortgage rates, there is a key takeaway: The usual seasonal dynamics of the housing market, builder sentiment, and general economic shifts suggest that it’s going to get better.

Inventory improved in late 2023, though levels remain below pre-pandemic levels. So far in 2024, new single-family construction activity and homebuilder sentiment have remained steady, and home completions have remained strong, suggesting that new inventory is likely to provide buyers more options into the spring.

Historically, the number of views per listing has cooled in the late summer/early fall and tends to improve for buyers from that point forward. Additionally, by mid-August, the number of sellers with actively listed homes increased 29% over the beginning of the year, which means more options for buyers . Thus, buyers who can persist in their home searches are likely to catch a bit of a break in the sense that they can expect some more options to choose from in the weeks ahead. 

Best Time to List—50 Largest Metro Areas

Methodology.

Listing metrics (e.g., list prices) from 2018–19 and 2021–23 were measured on a weekly basis, with each week compared against a benchmark from the first full week of the year. Due to the onset of the COVID-19 pandemic, 2020 was an uncharacteristic year and has therefore been excluded from the analysis. Averaging across the years yielded the “typical” seasonal trend for each metric. Percentile levels for each week were calculated along each metric (prices, listings, days on the market, etc.) and then averaged together across metrics to determine a Best Time to List score for each week. Rankings for each week were based on these Best Time to List scores.

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